# Cypher Capital > Institutional asset management and proprietary investment across digital markets and AI data-centre infrastructure, headquartered in Zurich with a presence in Dubai. Source: https://cyphercapital.com --- # Bridging capital with frontier opportunities Institutional asset management and proprietary investment across digital markets and AI data-centre infrastructure, headquartered in Zurich with a presence in Dubai. Source: https://cyphercapital.com --- # Philosophy From a proprietary trading desk founded in 2022 to an institutional multi-asset manager: the evolution timeline and the T-shaped discipline behind it. Source: https://cyphercapital.com/philosophy --- # Capabilities Institutional asset management across the Digital Multi-Strategy Fund, AMCs and managed accounts, alongside proprietary investment of principal capital. Source: https://cyphercapital.com/capabilities --- # Digital Multi-Strategy Fund An actively managed digital-markets hedge fund targeting absolute returns through market-neutral, systematic and thematic strategies, rather than relying on the direction of crypto markets. Source: https://cyphercapital.com/digital-multi-strategy-fund --- # AI Infrastructure Storm Group, Cypher Capital’s affiliate, develops and operates AI data-centre infrastructure in Europe. Cypher Capital structures institutional access to it. Source: https://cyphercapital.com/ai-infrastructure --- # Access Formats Four ways LPs invest, under one institutional standard: funds, structured products and AMCs, separately managed accounts, and co-investment SPVs. Source: https://cyphercapital.com/access-formats --- # Risk Management The controls behind allocator capital: compliance and AML/CFT oversight, liquidity-matched portfolio construction, and Investment Committee approval. Source: https://cyphercapital.com/risk-management --- # Global presence Two centres, one continuous platform: the Zurich headquarters of the Cypher Capital group, the Dubai shared-services entity, and where to reach the team. Source: https://cyphercapital.com/global-presence --- # Leadership Board, investment team, investor relations, operations and marketing, with senior pedigree spanning global capital markets, digital assets and risk management. Source: https://cyphercapital.com/leadership --- # Insights Research, market analysis and investment notes from the Cypher Capital team on digital asset markets and AI data-centre infrastructure. Source: https://cyphercapital.com/insights --- # Power at the Fence Published: 2026-10-05 · Authors: Reza Nedjatian, Arash Saidi · Category: Announcements > The scarcest asset in European digital infrastructure is not the chip, the building or the capital. It is the permit-ready megawatt. ## Why Cypher Capital and Storm Group are building a European powered-land platform By Reza Nedjatian, Chief Executive Officer, Storm Group, and Arash Saidi, Chief Executive Officer, Cypher Capital | 5th October 2026 Frankfurt, Europe’s second-largest data-centre market, expects no new grid capacity to be allocated before 2030. Amsterdam is capped until then. Across Europe’s established hubs - Frankfurt, London, Amsterdam, Paris and Dublin, known as FLAP-D - vacancy has fallen to 6.4%, from 16.9% in 2021, and most new capacity is let before it is finished. Europe’s AI build-out does not have a demand problem, and it does not have a capital problem. It has a power problem. In August, one of us argued that the AI race will be won by whoever can power the chips, not whoever buys the most of them ([Whoever Powers the Chips Wins the Race](https://www.cyphercapital.com/insights/whoever-powers-the-chips-wins-the-race)). In Europe, the question has become where the power can be found at all. The answer is increasingly outside the core. The average greenfield data-centre site now sits around 175 km from its hub city, against 46 km three years ago. Operators are not leaving the core markets because they want to. They are leaving because the core markets cannot connect them to the grid this decade. The destination is Europe’s second tier: the Nordics, Iberia, northern Italy, and Central and Eastern Europe - markets with power headroom and land that has not yet been repriced for what it could become. ### **Where The Value Sits** Between a field and a live data centre there are five steps: the right land, control of it, a firm grid connection, planning consent, and energisation. The first and last are well understood. The value - and the risk - sits in the middle. A parcel with no grid position is priced as farmland or industrial land. The same parcel with a credible grid position and the consents to use it is priced as infrastructure. Nothing about the soil has changed. What has changed is that someone has done the work. That work is slow and local. It means relationships with the grid operators who decide who gets capacity and when, knowing how each national planning regime treats a data-centre application, and the discipline to walk away when a site’s power story does not survive diligence. Capital does not shortcut any of it. ### **The Land is Bought Once** There is a question every infrastructure investor asks about AI: is this a bet on chips? Servers and GPUs are replaced every three to five years, and the operators who buy them live with each generation’s economics. The land underneath them, and the grid connection that feeds it, is bought once. Whichever chip wins, and whoever runs it, it will need a permitted site with power. That is the layer this platform is built around. ### **Power That Already Exists** Not every megawatt has to come out of a new grid queue. Europe’s industrial restructuring has left behind steel works, paper mills and chemical plants that still hold a grid connection and a substation sized for a load that no longer exists. With the right diligence - that the connection transfers with the land, that the capacity has not lapsed, that the site can change use - a closed plant can reach permit-ready years ahead of a greenfield site in the same region. Finding those sites is relationship work too: grid operators, receivers, lenders and local advisers often see them long before they are marketed. ### **Two Kinds of Expertise** This is why Storm Group and Cypher Capital have come together, each doing what it does best. **Storm Group** is the developer. Its team originates land where power is available or obtainable, secures the grid position, and carries each site through permitting to the point at which an operator - a hyperscaler, a colocation provider or an AI-focused neocloud - can build. Storm’s founding team has developed, energised and operated more than 550 MW of power and digital infrastructure, and it now brings that discipline to Europe. **Cypher Capital** is the capital partner. We structure the vehicles, manage investor relationships and bring institutional capital to opportunities that most allocators cannot originate themselves. Most of the capital looking for AI infrastructure sits with investors who cannot do the development work themselves. Most of the people who can do that work do not have institutional capital behind them. Putting the two together is the point. ### **The Next Step** Cypher Capital has begun pre-marketing the proposed Cypher European Data Center Opportunities Fund to professional investors in the European Union: a Luxembourg vehicle designed to buy European sites early and carry them to permit-ready, with Storm Group as developer. Pre-marketing means exactly what it says. The fund has not yet been established, its terms are indicative, and they will be shaped by what professional investors tell us over the coming weeks. Any participation will be available only on the basis of final offering documents, and only to eligible professional investors. The timing is not accidental. Commissioned data-centre capacity in Europe has grown roughly fivefold since 2019, to around 15 GW, and the European Commission’s proposed Cloud and AI Development Act targets at least a tripling of EU capacity within five to seven years. The grid will catch up eventually - on the utilities’ own schedules, in the 2030s. Until then, the scarcest asset in European digital infrastructure is not the chip, the building or the capital. It is the permit-ready megawatt. > _Europe does not lack demand, and it does not lack money. It lacks sites that can actually be switched on - and that is the work we do.”_ Reza Nedjatian, Chief Executive Officer, Storm Group > _“The question infrastructure investors ask us most is whether AI data centres are a bet on chips. The chips will change every few years. The permitted, powered site underneath them is a different kind of asset: every generation will need one. Our role is to pair Storm’s delivery experience with the structure institutional investors need to reach it.”_ Arash Saidi, Chief Executive Officer, Cypher Capital --- ### **About Cypher Capital** Cypher Capital is a multi-asset investment manager investing across digital assets, AI infrastructure and private equity. The firm manages fund and managed account strategies for institutional investors, structures access to AI infrastructure opportunities developed by its affiliate, Storm Group, and invests in differentiated private equity opportunities targeting the technologies reshaping the real economy, led by artificial intelligence and robotics. For more information, visit cyphercapital.com. ### **About Storm Group** Storm Group is an infrastructure development platform addressing Europe’s data-centre supply gap. Storm originates land and power, secures grid connections and carries sites through permitting, delivering powered, permit-ready capacity for hyperscale, colocation and AI operators. Storm Group is headquartered in Switzerland.  For more information, visit stormgroup.com. --- _This is a marketing communication. This article is issued by Cypher Capital (BVI) Limited (“Cypher Capital”) and is provided for general information purposes only. It is directed exclusively at professional investors within the meaning of Annex II of Directive 2014/65/EU, and at equivalent categories of institutional or qualified investors in jurisdictions where receipt of this information is lawful. It is not addressed to retail investors in any jurisdiction._ _Cypher European Data Center Opportunities Fund (the “Fund”) is proposed to be formed in Luxembourg as a reserved alternative investment fund, organised as a special limited partnership (société en commandite spéciale). The Fund has not been established. Pre-marketing of the Fund is carried out only to professional investors in the EU, for which a pre-marketing notification has been made to the Commission de Surveillance du Secteur Financier (“CSSF”) by Royalton Partners S.A., a licensed alternative investment fund manager (“AIFM”), authorised in Luxembourg. Enquiries about the regulatory structure of the proposed Fund and its pre-marketing should be addressed to the AIFM, copying the representatives of the proposed Fund._ _Nothing in this communication constitutes, or should be construed as, an offer, placement, invitation, inducement, recommendation or solicitation to subscribe for, purchase or sell any interest in the Fund or any other security or financial instrument in any jurisdiction, nor investment, legal, tax or other advice. It is not possible to subscribe for or commit to interests in the Fund, and no subscriptions or commitments will be accepted on the basis of this communication. Any offer, if made, will be made only to eligible investors by means of the Fund’s final offering and constitutional documents. All terms of the Fund are indicative and subject to change. A reserved alternative investment fund is not subject to authorisation or supervision by the CSSF._ _This communication is not directed at, and must not be acted on by, persons in the United Kingdom, and has not been approved by an authorised person for the purposes of section 21 of the Financial Services and Markets Act 2000. In Switzerland, the Fund has not been approved by the Swiss Financial Market Supervisory Authority (FINMA) and no offering of the Fund is being made in or from Switzerland. In the United Arab Emirates, this communication has not been approved by any UAE authority and does not constitute a promotion or offer of any fund in the UAE. Interests in the Fund will not be offered to any US Person except in reliance on an applicable exemption under US securities laws._ _Storm Group is an affiliate of Cypher Capital. Transactions between the Fund and Storm Group or its affiliates, and the associated conflicts of interest, would be disclosed in, and governed by, the Fund’s final documentation. References to the experience of the Storm Group founding team relate to projects undertaken by team members, including in prior roles and at other firms, and are not indicative of the future performance of the Fund. Past performance is not a reliable indicator of future results. Market data in this communication is drawn from third-party sources, including JLL, believed to be reliable; Cypher Capital has not independently verified it and makes no representation as to its accuracy or completeness. Statements about market developments reflect the authors’ views at the date of publication, involve risks and uncertainties, and are subject to change without notice. An investment in a fund of this kind involves significant risks, including the possible loss of the entire amount invested._ Source: https://cyphercapital.com/insights/power-at-the-fence --- # $3B Market That's Changing Wall Street's Clock Published: 2026-10-01 · Author: Harsh Agarwal · Category: Research ###### _Tokenized stocks, 24/7 trading, and the question nobody can answer: do you actually own the share?_ _CYPHER CAPITAL | HARSH AGARWAL | OCTOBER 2026_ #### **WHY WE ARE WRITING THIS NOW** We have been running a daily tracker on tokenized equity spot and perpetual markets since the second quarter. For most of that period it was a curiosity: a few hundred million dollars of tokens, a handful of venues, and a regulatory question mark large enough that we kept the book small. September changed the inputs. In three weeks the SEC granted a five-year exemption for on-chain trading of US-listed stocks, Nasdaq confirmed a 6 December start for 23-hours-a-day trading, NYSE signed a distribution agreement with Blockchain.com for tokenized US equities, and DTCC, which custodies $114 trillion of securities, moved its tokenization service from pilot to production. The incumbents are not resisting this. They are trying to own it. The market is still small and we do not want to pretend otherwise. RWA.xyz counts $3.1 billion of tokenized stocks and ETFs on public chains, and CoinGecko finds the five most-traded tokens turn over less than 1% of the volume of their underlying shares. What has changed is velocity. Monthly trading volume is up 33-fold this year against a four-fold rise in outstanding value. Binance cleared $30 billion in under three months. Equity perpetuals are now the largest product line on Hyperliquid. This is a market that is being used before it is being held, which is exactly the profile we look for when we are deciding where to deploy balance sheet. Our argument runs in three parts. Tokenized equities widen the buyer base for US stocks to a global pool of dollar savers who have never had a brokerage account, and in doing so they reinforce the valuation premium US issuers enjoy and the dollar recycling loop that finances US deficits. They replace a T+1, intermediated settlement chain with one that is atomic, always on, and usable as collateral. And they have created a structurally inefficient market that pays professional capital to fix it: funding basis, weekend price discovery, cross-wrapper spreads, collateral yield, liquidity provision. The unresolved problem is the oldest one in securities law: whether the token in the wallet is a share, a note, or a bet. That is where the regulatory fight is, and where we think the returns are. --- #### **I. SEPTEMBER 2026: THE MONTH THE RAILS GOT LEGALIZED** The sequencing is the story. On 15 September the Senate failed to pass the CLARITY Act by one vote, 49 to 50. Two days later the SEC acted anyway under its own exemptive authority. We read that as the regulator telling the market it will not wait for Congress, and we have positioned accordingly. _Sources: SEC Press Release 2026-90; Sullivan & Cromwell, Sidley Austin, MoFo client memos; The Block; CoinDesk; Nasdaq 8-K (Q1 2026); ChainUp; CoinPaprika._ --- #### **II. WHERE THE CAPITAL COMES FROM: DOLLAR RECYCLING 2.0** The strongest argument for tokenized equities is not technological. It is demographic. Foreign investors held $19.9 trillion of US equities at the Treasury’s June 2025 benchmark survey, and foreigners own 21% of all US securities outstanding. That capital arrived through the narrow funnel of foreign brokerages, custodians, and ADR programmes, each adding cost, delay, and a minimum-wealth threshold. Tokenization removes the funnel. A user in Lagos, Karachi, or Ho Chi Minh City with a stablecoin balance and a wallet can hold an Nvidia claim within minutes, at any hour, in any size. The pool that feeds this is already sitting on-chain. Total stablecoin supply is $310 billion, 99.5% of it dollar-denominated, held disproportionately in emerging markets where local currency and local banking are the risk. Stablecoin issuers hold $155 billion of US Treasury bills, more than Germany or Saudi Arabia. Tokenized equities are the natural second leg of the same trade: the same offshore dollar saver who moved from local bank to USDT now moves from USDT to SPYx or NVDAon. The demand shows up as marginal buying of US shares by a cohort that previously could not participate at all. ##### **Why this supports US valuations, and US debt** US equities trade at a persistent premium to the rest of the world partly because the buyer base is the deepest and most global. Every widening of that base lowers the cost of equity for US issuers, raises the price the marginal seller can demand, and reinforces the loop in which US markets absorb global savings. That loop is what allows the US to run 6–7% fiscal deficits: dollars earned abroad are recycled into dollar assets rather than sold. Stablecoins recycle them into government paper; tokenized equities recycle them into corporate paper. Both keep the dollar bid. We would not overstate it: $3 billion is a rounding error against $19.9 trillion. But the design is what matters, and the design is a global on-ramp to US risk assets with the friction removed. ##### **The uncomfortable part** Venues under the SEC exemption must be US entities with permissioned access and OFAC screening. Offshore issuers are not so constrained, and part of the early demand comes from jurisdictions and account types regulated brokers will not serve. The market will bifurcate: a compliant on-shore tier with full rights and volume caps, and an offshore tier with looser gates and no rights. Capital that cannot enter the first pools in the second, which is why AMC is alarmed and why the Issuer Sponsored Token Coalition exists. Policymakers must decide whether offshore synthetic exposure to US stocks is a feature of dollar hegemony or a leak in the securities perimeter. Our base case: they treat it as both, and regulate the venues rather than the flow. --- #### **III. MARKET STRUCTURE: WHO ISSUES WHAT, AND WHAT YOU GET** Five issuers and five chains account for almost all of the market, and they are not interchangeable. A token tracking the same underlying share can be a bankruptcy-remote note, a Jersey debt security, a Swiss tracker certificate, a DTC-linked entitlement, or a cash-settled perpetual with no claim on anything. The table below is the map our desk uses when we size a position; the legal wrapper column is the one that decides how much we are willing to hold overnight. _Sources: RWA.xyz; CoinMarketCap Research (23 Jun 2026); Coin Metrics State of the Network; HackerNoon/Binance disclosures; Kraken Q3 highlights; CoinDesk; Robinhood Q2 2026 call; DTCC press releases. Volume figures mix CEX-matched and on-chain prints and are not additive._ ##### **Binance changed the slope** Until June, tokenized equities were a Kraken-and-Ondo story: respectable, niche, mostly held rather than traded. Binance’s bStocks launch on 11 June rewired the sector in a quarter. In July bStocks generated $7.4 billion of DEX volume, about 85% of all decentralized tokenized-stock trading, and by one count $19.9 billion of a $22.9 billion monthly total across all venues. Outstanding bStocks value doubled to $678 million by 6 September, making BNB Chain the largest venue at $1 billion, a third of the market. On 21 September Binance opened bStocks as margin collateral to every eligible user at up to 5x. That is the moment a tokenized stock stops being a product and becomes balance-sheet. The wider numbers confirm it. Market capitalization is up 4x year-to-date; monthly volume is up 33x. Thirty-day on-chain transfers hit $29.5 billion in late August against $2.5 billion outstanding, a turnover absurd for a buy-and-hold instrument and normal for a trading one. Holder addresses exceed two million. And the largest venue is not spot: CoinGecko counts $524.8 billion of RWA perpetuals volume in Q1 2026 alone, more than all of 2025. --- #### **IV. DO YOU ACTUALLY OWN THE SHARE? THE AMC STRESS TEST** On the evening of 3 September, hours after AMC’s chief executive publicly disowned Robinhood’s AMC stock token, the token went from $2.55 to as high as $23.16 in a single hour, nine times the $2.54 the actual share had closed at on the NYSE. Volume through the pool was $10.5 million. A memecoin quoted in tokenized AMC had launched, buyers of the memecoin drained AMC tokens from the liquidity pool, and the price of an instrument meant to reference a cinema chain was set by demand for a joke. The real share did not move. Nothing in it was illegal; the token was a Jersey-issued debt security, unavailable to US persons, with a single authorized participant. It simply was not AMC. This is the gap the SEC drew a line through on 17 September. Under the Innovation Exemption a tokenized stock must carry the same rights and privileges as the traditional share, synthetic or derivative tokens are explicitly excluded, the issuer of the underlying stock must be notified and given the chance to object before a third party lists a token, and on-chain trading in any single large-cap name is capped at 0.25% of average daily volume (2.5% for other listed stocks) precisely so that pool dislocations cannot feed back into the primary market. Offshore issuers fall outside SEC jurisdiction and carry on. The result is three co-existing models: •    **Register-linked tokens **(DTCC pilot, Securitize, the Issuer Sponsored Token Coalition): the token is the share, or an entitlement to it, with voting, dividends and corporate actions intact. Slow to build, fully compliant, on-shore. •    **Backed exposure tokens **(Ondo, xStocks, bStocks, Coinbase): one share is held in custody for every token; the holder gets economic return but not the vote. Fast, liquid, offshore-only today, and the model most likely to migrate on-shore under the exemption. •    **Synthetic and derivative tokens **(Robinhood Stock Tokens, all perpetuals): a claim on an issuer or a margin engine, not on a company. Highest velocity, lowest rights, and the model issuers are now organizing against. One sentence from a founder of the Issuer Sponsored Token Coalition on 24 September captures the whole debate: “Investors think they own the share, and they don’t.” Regulators have now picked a side. The market has not followed, because the wrapper with the fewest rights is also the one with the most volume. We expect that to invert over the exemption window, and that inversion is itself a trade. --- #### **V. PLUMBING: TOKENIZED RAILS VERSUS THE NASDAQ–DTCC STACK** The US equity stack is a marvel of 1970s engineering. A trade matched on Nasdaq is novated to NSCC, netted, and settled at DTC a day later, the investor’s claim a book entry against a broker who holds a book entry against Cede & Co. It works and has never been cheaper. But it is open 6.5 hours a day, five days a week, cannot settle on a Saturday, and the chain of intermediaries is why a shareholder register in 2026 still cannot reliably say who owns the company. DTCC’s own tokenization service, in production since July with BlackRock, Goldman and JPMorgan in the working group, is an admission that the plumbing needs replacing, not defending. _Sources: DTCC (No-Action Letter, 11 Dec 2025; production trades 14 Jul 2026); Nasdaq 8-K; SEC Order 34-106402; Coin Metrics; CoinDesk. Cypher Capital analysis._ Our honest scorecard: tokenized rails win on hours, settlement speed, collateral mobility and access, and lose today on ownership rights, depth of price discovery, and the absence of a central counterparty to absorb a failure. DTCC, Nasdaq and NYSE will close the rights gap from the inside; the crypto venues will close the liquidity gap from the outside. By 2028 we expect the difference between a tokenized and a traditional US share to be a settlement preference rather than an asset class. --- #### **VI. WHAT WE ARE DOING WITH IT: YIELD AND FUNDING-RATE ARBITRAGE** We track tokenized-equity spot and perpetual markets daily because they are, for now, structurally inefficient: liquidity fragmented across five chains and a dozen venues, a retail-dominated trader base, an underlying that closes 17.5 hours a day while the token does not, and hourly-funded perpetuals carrying most of the volume. Each is a source of return for a fund with balance sheet, execution and risk discipline. Five strategies: ##### **1. Funding-rate basis (perp vs. spot)** trade.xyz, the largest HIP-3 builder on Hyperliquid, runs cash-settled perpetuals on more than 100 stocks, indices and pre-IPO names, settled hourly against an oracle. Its Q2 2026 volume was $202 billion, up 79%, with equity perps up 377% to $58.9 billion; open interest sits near $3.9 billion. Funding is set at half of Hyperliquid’s crypto baseline (a 0.5 multiplier, which puts the neutral rate near 5.5% annualized) and is capped at 4% per hour, but around earnings, macro prints and Friday closes it routinely swings ten times its normal range. A fund long the backed token (xStocks, Ondo, bStocks) and short the perp collects funding when retail is leveraged long, hedged one-for-one on price. It is the crypto cash-and-carry transplanted to Nvidia and Micron. ##### **2. Weekend and overnight price discovery** From Friday 16:00 ET to Monday 09:30 ET the underlying does not trade, but the token does, and the perp does. Oracles either freeze at the last print (Chainlink’s 24/5 feeds, used by Coinbase and Aave, hold the Friday close) or follow the perp. Any weekend news, geopolitical or corporate, gets priced first on-chain and only later on Nasdaq. Funds that can model the Monday open from the weekend token price, or supply liquidity into the dislocation and hedge at the cash open, are paid for a service the traditional market does not offer. Nasdaq’s 23/5 launch narrows the window from 65.5 hours to about 50; it does not close it. ##### **3. Cross-venue and cross-wrapper arbitrage** The same underlying trades as TSLAx (Backed), TSLAon (Ondo), a bStock on BNB Chain, a Robinhood token on Arbitrum and a Coinbase token on Base, each with different redemption mechanics, fees and pool depth. We see 1 to 3% premiums between wrappers persist for hours; the AMC episode showed they can reach 800% for minutes. Redemption arbitrage (buy the cheap wrapper, redeem to the share, re-issue the expensive one) is available to authorized participants and, increasingly, to funds with broker-dealer relationships to the issuers. ##### **4. Collateral and lending yield** Tokenized stocks are now margin on Binance (5x), Bybit and Kraken, and collateral on Aave V4. Lending tokenized SPY or NVDA into these markets, or supplying USDC against them, earns a spread that does not exist in a custody account; the collateral is marked 24/5 and liquidated automatically. ##### **5. Liquidity provision under the SEC exemption** The exemption relieves qualifying liquidity providers (“Covered Firms”) from the dealer definition for five years: an explicit invitation for professional capital to run AMM pools in US stocks on-shore. Fee income from a pool capped at 0.25% of ADV is modest today; the option value of being an incumbent liquidity provider when caps lift is not. --- #### **VII. WHERE WE COULD BE WRONG** The bear case is not that tokenized equities fail; it is that volume without ownership is a casino, and casinos get regulated into irrelevance. The exemption is temporary and conditional and a different Commission can let it lapse in 2031. The CLARITY Act still has no votes. The five leading tokens trade under 1% of underlying volume, and the headline numbers are dominated by leveraged perpetuals rather than investment. Issuers have discovered they have a veto and AMC is only the first to use it. And the same composability that makes a share simultaneously margin, collateral and LP capital is what let a memecoin reprice AMC nine-fold in an hour. Contagion here runs through pools, not clearing houses. A weekend gap-down in a mega-cap will at some point produce a liquidation cascade, and regulators will use it. We hold the position anyway, for three reasons. The incumbents have committed capital and reputation: DTCC, Nasdaq, NYSE and ICE are building, not litigating. Distribution has proven to matter more than issuance, and Binance, Bitget and Telegram put these instruments in front of several hundred million users who already hold dollars on-chain. And the $19.9 trillion foreigners already hold in US equities tells us the demand is structural; tokenization only changes who can express it. --- #### **VIII. WHAT WE ARE WATCHING** •    **DTCC full-service launch (October 2026). **The first time a DTC-held share settles on a public chain at scale is the day the ownership debate ends for on-shore tokens. •    **First TSV approvals under the exemption. **Coinbase has said it is coming on-shore; Kraken’s Nasdaq partnership points at a rights-preserving model. Whoever lists first sets the standard. •    **The AMC complaint. **A formal SEC filing against a synthetic issuer would reprice the entire offshore tier and accelerate migration to backed and register-linked models. The question in our title has a precise answer in September 2026: it depends on the wrapper. For the $500 million of register-linked tokens, yes, you own the share. For the $2.5 billion of backed tokens, you own a claim on someone who owns the share. For the perpetuals that generate most of the volume, you own nothing but a funding stream. The SEC has said which of those it will tolerate on-shore. The market’s job over the next two years is to move the volume from the third bucket to the first. Ours is to be paid while it does. --- ###### **DISCLAIMER AND SOURCES** Volume figures from different trackers use different methodologies and are not additive. Data as of 29 September 2026. Sources: SEC Release 34-106402; US Treasury TIC survey (June 2025); DTCC; Nasdaq 8-K; RWA.xyz; CoinMarketCap Research; Coin Metrics; CoinGecko; The Block; CoinDesk; DefiLlama; Hyperliquid and trade.xyz documentation; Sullivan & Cromwell, Sidley and MoFo memoranda; issuer disclosures; Cypher Capital internal tracker. _\*Disclaimer: This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai._ _This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy._ _This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein._ _No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions._ _Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\*_ Source: https://cyphercapital.com/insights/tokenized-stocks --- # Built for the Market That Never Closes Published: 2026-09-14 · Authors: Arash Saidi, Kim Wong · Category: Announcements > Cypher Capital introduces the Cypher Digital Fund, an institutional vehicle built for always-on digital markets, bringing multiple strategies under one risk framework. ### _Introducing the Cypher Digital Fund_ **By Kim Wong, Chief Investment Officer, and Arash Saidi, Chief Executive Officer, Cypher Capital** In June, we wrote that Wall Street is closed - but the market isn’t ([Read the full article](https://www.cyphercapital.com/insights/wall-street-is-closed-the-market-isnt)). The argument was simple. The infrastructure of markets has been rebuilt while much of the industry was looking the other way. Companies are now priced before they list. Macro events are priced before the open. Capital moves on rails that do not observe weekends, borders or banking hours. And the gates that once decided who could own what - the accreditation moat, the geographic moat, the syndicate’s pricing power - are coming down together. A few months on, nothing about that argument has aged. The venues have deepened. A growing share of the world’s assets trades in tokenised form. More price discovery now happens outside exchange hours than at any point in modern markets. The market that never closes is no longer a prediction. It is the tape. But a thesis is not a vehicle. Most allocators who accept the argument still face the same practical problem: there are very few disciplined, institutionally structured ways to act on it. Trading a market that never closes demands infrastructure, risk management and governance that traditional fund structures were never designed to provide - and that most crypto-native operations never built. Today we are announcing our answer. Cypher Capital has established the Cypher Digital Fund - an open-ended fund, run by the group’s regulated investment manager, with institutional administration and audit around it. The Fund trades digital markets, not just digital assets - the full set of instruments now priced on always-on venues: crypto assets, tokenised real-world assets, prediction markets and on-chain credit. It runs a multi-strategy book built on three sleeves: a market-neutral core designed to harvest structural yield with minimal directional exposure; systematic strategies that capture momentum and relative value across venues; and a thematic overlay that expresses event-driven views through the instruments best suited to them. The sleeves are managed as one portfolio, under one risk framework, around the clock. We did not start with other people’s money. The Fund’s strategy has been traded live with Cypher’s own proprietary capital since April 2026 - built, run and refined on our own balance sheet before opening to outside investors. That is how this firm has always worked. Cypher Capital launched in 2022 - but the people behind it did not arrive with it. Our founder, Bijan Alizadehfard, co-founded Phoenix Group, the first digital assets company to IPO in the Middle East, and the traders and investors on this team have been in digital assets through every major market cycle since 2015 through the manias and, more importantly, through the winters. The firm’s first act was built the same way as this one: proprietary capital deployed into foundational digital asset projects before any third-party money was managed. Its pilot venture fund successfully deployed across more than 120 investments . From those foundations, Cypher has grown into a multi-asset investment manager - digital assets, AI infrastructure, private equity. The Cypher Digital Fund is the institutional expression of that record. > _“Everything we have built since 2022 started with our own conviction and our own capital. The Cypher Digital Fund brings that conviction into an institutional structure - governed, audited and regulated - so that investors who share our view of where markets are going can access it properly.”_ **Bijan Alizadehfard, Founder and Chairman, Cypher Capital  ** > _“In June we argued that the market had already moved - that price discovery now happens around the clock, on venues most institutions still cannot reach. The Fund is that argument, operationalised. We built the vehicle we said the market was missing.”_ **Kim Wong, Chief Investment Officer, Cypher Capital ** > _“Cypher’s platform spans digital assets, AI infrastructure and private equity, and our job is to give institutional investors disciplined access to opportunities they cannot easily reach themselves. Digital markets trade around the clock; most institutional structures were never built for that. The Cypher Digital Fund closes the gap - a regulated, governed vehicle purpose-built for a market that never closes.”_ **Arash Saidi, Chief Executive Officer, Cypher Capital ** Markets reward those who show up where price discovery actually happens. For a growing share of the world’s assets, that is no longer a floor in lower Manhattan or a terminal in Canary Wharf. It is a set of venues that never close. We built a fund for that market - because we have been trading it all along. #### **About Cypher Capital** Cypher Capital is a multi-asset investment manager investing across digital assets, AI infrastructure and private equity. The firm manages fund and managed account strategies for institutional investors, structures access to AI infrastructure opportunities developed by its affiliate, Storm Group, and invests in differentiated private equity opportunities targeting the technologies reshaping the real economy, led by artificial intelligence and robotics. For more information, visit cyphercapital.com. --- ###### **Important information** _This article is a corporate communication issued by Cypher Capital and is provided for general information purposes only. It is directed exclusively at professional, institutional and otherwise qualified investors in jurisdictions where receipt of such information is lawful, and is not addressed to retail investors in any jurisdiction._ _Nothing in this communication constitutes, or should be construed as, an offer, placement, invitation, inducement, recommendation or general solicitation to subscribe for, purchase or sell any security, fund interest or financial instrument in any jurisdiction, nor investment, legal, tax or other advice. Any offer of participating shares in Cypher Digital Fund Company (the “Fund”) is made solely on the basis of, and subject to the terms of, the Fund’s private placement memorandum and constitutional and subscription documents, and only to persons eligible under applicable law. Shares in the Fund are not available for subscription by retail investors in any jurisdiction and will not be offered to any US Person except in reliance on an applicable exemption under US securities laws._ _The Fund is an exempted company incorporated in the Cayman Islands and is registered with the Cayman Islands Monetary Authority (CIMA) as a mutual fund under section 4(3) of the Mutual Funds Act; its investment manager, Cypher Capital (BVI) Limited, is an approved investment manager regulated by the BVI Financial Services Commission. Registration of the Fund with CIMA does not imply that CIMA or any other authority has approved this communication or the offering of shares in the Fund. No invitation is made to the public in the Cayman Islands to subscribe for shares in the Fund. In Switzerland, this communication is directed only at qualified investors within the meaning of the Collective Investment Schemes Act; the Fund has not been approved by FINMA for offering to non-qualified investors and no such offering will be made. In the United Arab Emirates, this communication is a corporate announcement; it has not been approved by the UAE Capital Market Authority, the Dubai Virtual Assets Regulatory Authority or any other UAE authority, does not constitute a promotion or offer of the Fund to any person in the UAE, and the Fund may only be promoted in the UAE in accordance with applicable law._ _Virtual asset activities in and from the Emirate of Dubai are regulated by the Dubai Virtual Assets Regulatory Authority (VARA). Cypher Proprietary Capital FZCO (formerly CypherCapital DMCC), a member of the Cypher group, holds a No Objection Certificate from VARA solely in respect of Virtual Asset Proprietary Trading. That entity trades exclusively for its own account, does not provide virtual asset services to any third party, and has no role in the offering, management or operation of the Cypher Digital Fund. Neither the Fund nor its investment manager is licensed, registered or supervised by VARA, and VARA has not reviewed or approved this communication or the offering of shares in the Fund._ _An investment in the Fund involves significant risks, including the possible loss of the entire amount invested. Digital assets are highly volatile and are generally not backed by any government or covered by depositor or investor protection schemes. References in this communication to the performance of Cypher Capital’s prior venture activities relate to a separate, closed strategy, include unrealised value, and are not indicative of, and should not be relied upon as a guide to, the performance of the Fund. Past performance is not a reliable indicator of future results. Statements regarding market developments reflect the authors’ views as at the date of publication and are subject to change without notice._ Source: https://cyphercapital.com/insights/cypher-digital-fund --- # The AI Boom Has Reached the Snack Aisle Published: 2026-09-01 · Author: Kim Wong · Category: Market Analysis > What HBM Chips reveal about the infrastructure powering AI _What HBM Chips reveal about the infrastructure powering AI _ Cypher Capital **| **Kim Wong **| September 2026** _A memory chip becomes a snack. SK hynix and 7-Eleven's HBM Chips in Korea._ On a recent trip to Korea, I found one of the most important components in the AI boom sitting in a 7-Eleven snack aisle. It came in a bright yellow bag carrying the SK hynix logo. It was called HBM Chips. The joke only works if you know why those three letters matter. HBM stands for high bandwidth memory, the stacked memory that sits beside advanced GPUs and moves data fast enough for AI models to train and run. SK hynix is one of the companies at the centre of that supply chain. On the packet, HBM had a second meaning: honey banana mat, with mat meaning flavour in Korean. Inside were square corn snacks shaped to look like semiconductor chips. SK hynix and 7-Eleven launched the product to make a specialist technology feel familiar. The first production runs sold out, and sales jumped again after Jensen Huang opened a packet and shared it during a visit to Seoul. It would be easy to dismiss this as clever marketing. I think it says something more important. AI has moved beyond research labs, earnings calls and investment conferences. In Korea, one of the most complex components in the AI stack has become a convenience store snack, a cartoon character and part of popular culture. The infrastructure behind AI is becoming part of daily life before most people fully understand what it does. That is why I do not think the AI boom is imaginary. The technology is real, demand is real and the buildout is already reshaping companies, capital markets and daily life. But real technologies can still be financed badly. The investment question is not whether AI matters. It is where durable value sits in the stack, who can finance the build and who is taking more risk than the market realises. To understand why that distinction matters, it helps to go back to the last technology boom that was broadly right. Back in 1998, one number was everywhere in Washington and on Wall Street: internet traffic was doubling every hundred days. A US Commerce Department report repeated it. So did analysts, journalists and executives raising money to lay fibre optic cable. If it was true, the world needed almost unlimited bandwidth. The people who owned the pipes would own the future. The number was wrong. Andrew Odlyzko, a mathematician at AT&T Labs, went looking for the data and could not substantiate it. His work suggested traffic was closer to doubling every year. That was still extraordinary, but nowhere near the claim. He traced the hundred day figure back to marketing by UUNET, a WorldCom subsidiary that clearly benefited from convincing investors that bandwidth demand had no limit. Odlyzko published the work, but it made little difference. The capital kept coming. In early 1999, Alan Greenspan compared internet investing to buying a lottery ticket. Investors knew they were overpaying, but they hoped a few winners would justify it. By 2002, much of the fibre built during the boom was still dark and unused. The demand eventually arrived, just not in time for the people who financed it. ## **The uncomfortable pattern** That is what should make investors uncomfortable about AI today. The internet story was broadly right. It changed commerce, bandwidth demand exploded and the fiber built during the boom became essential infrastructure for streaming, cloud computing and now AI. The people who said the technology would reshape the economy were right. They still lost their money. This pattern keeps repeating. Railways transformed Britain. The internet changed commerce. Housing remained a useful long term asset. Investors were not ruined because the technology or the asset was worthless. They were ruined because the financing assumed capital would always be available. The break came when credit stopped reaching the people who needed it most. ## **The Railway King** Britain went mad for railways in the 1840s. At the centre was George Hudson, a York linen draper who inherited money and became one of the country's most powerful businessmen. At his peak, he controlled roughly a third of Britain's railway network, sat in Parliament and was known as the Railway King. His companies paid generous dividends, which supported their share prices and made it easier to raise more capital. In 1849, investors discovered that some of those dividends had come from money paid in by new shareholders rather than operating profits. The railways were real and the track was being built. The payouts were also helping to keep the financing machine alive. Railway Mania did not end because Britain stopped believing in trains. The Bank of England raised rates in 1847 during a wider financial crisis. Many investors had paid only part of the cost of their shares and still faced future capital calls. When liquidity tightened, they could not pay. Forced selling followed. Hudson was exposed and disgraced, but much of the railway network he helped build powered the British economy for generations. ## **Lucent, Winstar, and the money that went in a circle** Move forward 150 years and the telecom boom shows the same mechanism in a form that looks much closer to AI today. Lucent sold telecom equipment to new carriers that wanted to challenge the incumbents. Many had ambition but very little cash. Lucent solved that problem by lending them the money to buy Lucent equipment. Vendor financing can support real customers, but it also blurs the line between demand and credit creation. Lucent shipped equipment, booked the sale and kept the customer's default risk on its own balance sheet. Part of the reported demand existed because the supplier financed it. Winstar Communications was one of those customers. Lucent extended the credit, Winstar bought the equipment and Winstar filed for bankruptcy in April 2001. Lucent was left with losses on the receivables and loans. Its shares had peaked near $84. They eventually traded below a dollar. Global Crossing and Qwest pushed it further by swapping fibre capacity. Each bought capacity from the other and both booked revenue, even though very little new customer demand had been created. At the same time, Global Crossing founder Gary Winnick bought a $94 million Bel Air estate and sold hundreds of millions of dollars of stock. The company went from roughly $47 billion of market value to bankruptcy in about two years. Winnick was not charged and kept the house. The bandwidth demand was real. The financing and accounting around it were not built to last. ## **Cisco: right company, wrong price** Cisco is the cleaner warning because it was a real company with real customers and a real product. It built the routers that ran the internet and kept growing after the crash. The problem was the price. At the March 2000 peak, Cisco traded at roughly 200 times forward earnings. The shares fell about 90% and took 24 years to regain that high. The business survived. The valuation did not. Investors who bought the right company at the wrong price waited a generation to get their money back in nominal terms. _Today's multiples are nowhere near Cisco's dot com peak, but they are not cheap._ ## **So what actually causes the burst?** Across these episodes, three things usually happen in the same order. First comes leverage with a duration mismatch. Long lived assets are funded with short term or callable capital. It happened with railway instalments, telecom networks and mortgage securities financed overnight in repo. The asset can be sound while the funding is fragile. Second comes credit withdrawal, not an immediate collapse in demand. Customers do not suddenly stop wanting the product. Lenders stop wanting the exposure. Rates rise, a sponsor leaves, a rating falls or collateral drops. The marginal borrower can no longer refinance. Third, vendor financing reveals how much credit was hidden inside the revenue. When suppliers finance customers, they create a sale and a counterparty risk at the same time. Demand looks strong until the buyer cannot pay. Then part of the revenue turns out to be a loan and part of the loan becomes a loss. This is not just historical pattern matching. A July 2026 Bank for International Settlements paper compared the AI investment race with earlier technology booms. On its measures, the current build has scaled faster than canal mania, railway mania, electrification and the dot com boom at the same stage. The comparison is not perfect, but the pace and the financial links are exceptional. _On the BIS measures, AI is already at the extreme end of past investment booms._ ## **The view today** Now apply that framework to AI. The market quickly separates into companies with very different funding risks. Vendor financing is no longer a side issue. The BIS mapped equity stakes, purchase commitments and financing links across eleven companies. Nvidia sits near the centre. It invests in AI labs and infrastructure providers that buy its chips, supports leases and helps finance purchases. In August, Nvidia partnered with six major financial institutions on platforms designed to mobilise more than $500 billion of third party capital while keeping an option to backstop part of the financing. The loop is easy to see: Nvidia to OpenAI, OpenAI to Oracle cloud capacity, Oracle back to Nvidia hardware, with CoreWeave linking several parts of the chain. Nvidia is an investor in CoreWeave and OpenAI is a customer. The same dollar of capital can show up as equity value, revenue or backlog at several points in the network. _The BIS mapped eleven linked companies. The same capital can reappear as revenue or backlog across the network._ The concentration is what worries me. Oracle's remaining performance obligations are now roughly one and a half times its market value, and S&P estimates that more than half relate to OpenAI. Much of that backlog will only become cash over several years, while Oracle has to fund construction now. S&P cut Oracle to BBB minus, one notch above speculative grade, and the cost of credit protection moved to levels not seen in years. Blue Owl also walked away from a proposed data centre financing, reportedly because of the scale and pace of spending. Equity has already been repriced. The real question is credit quality. _Backlog is not cash. The timing and the quality of the customer matter._ The customer carrying much of the structure is also losing money. OpenAI's estimated revenue growth has slowed while its losses and infrastructure commitments continue to rise. Publicly reported commitments to multiple vendors run through 2035 and exceed $1 trillion in total, although they are not all directly comparable or fully binding. The structure only works if OpenAI can keep raising very large amounts of capital and turn contracted capacity into profitable demand. _A large part of the network depends on OpenAI keeping access to capital._ ## **Where the analogy breaks** This is where I would stop pushing the historical analogy too far. Jensen Huang makes a fair point. Earlier manias often built capacity before demand was proven. AI infrastructure is already serving real demand, and that demand is still growing. We should not dismiss that simply because it comes from a supplier with an obvious interest in the outcome. In 1999, many telecom buyers had little revenue. The carriers buying Lucent equipment were often funded by business plans. A meaningful share of the apparent demand came from other network builders rather than end customers. Today is different. The largest buyers are some of the most profitable companies ever created and can fund substantial spending from operating cash flow. Microsoft and Google are reporting recognised cloud revenue from paying customers, not just bookings. Independent pricing tells the same story. GPU rental rates fell when the market expected abundant supply, but they have risen this year across several chip generations, especially the newest hardware. High bandwidth memory remains constrained and power connections are delaying equipment that has already been purchased. Shortages and higher spot prices do not prove that every project will earn its cost of capital. They do show that current computer demand is real. _Third party spot pricing is useful because no company earnings call controls it._ ## **The part that should worry you instead** The risk has moved. I am less worried about fake demand than financing that is getting bigger, longer dated and harder to see. The five largest hyperscalers issued more corporate bonds last year than in the previous five years combined, and they are on pace to exceed that total again. Goldman estimates that capex is approaching 100% of operating cash flow. Morgan Stanley sees a funding gap through 2028 between planned investment and internally generated cash. _More of the build is moving from corporate cash flow into the credit markets._ The hyperscalers are not running out of money. They are using credit and structures outside the main balance sheet to preserve buybacks and strategic flexibility. That moves part of the risk to lenders and infrastructure vehicles. Moody's estimates that exposure outside the main balance sheet across the six companies most exposed to AI exceeds $1 trillion. Even Alphabet, one of the stronger self funded names, reported its first negative quarterly free cash flow since listing. Self funded is a spectrum, not a yes or no answer. Credit markets noticed before the equity story changed. The cost of insuring Nvidia debt roughly doubled in two months, with similar moves at Meta and Alphabet. The absolute levels are still far from distress, but the direction matters. Lenders have started charging more for the balance sheet consequences of the build. This is a duration and transparency problem, not a call that AI demand is fake. That is where the 2008 comparison becomes uncomfortable. Useful assets can still be financed badly. The BIS makes the network risk clear. Circular stakes and debt can transmit one company's failure across counterparties, while specialised AI hardware may be worth far less than book value in a forced sale. _Credit is now pricing each balance sheet on its own merits. Even the strongest names have moved._ ## **The rehearsal** July gave us a small preview of how this can play out. Leopold Aschenbrenner, a former OpenAI researcher still in his twenties, built Situational Awareness around an early and largely correct call on the AI investment boom. Contemporary reports put the fund's net asset value at about $45 billion after a 439% gain through June. He got the direction right and was early enough to make an extraordinary return. The portfolio was also reportedly levered by as much as four times. When AI linked equities sold off and software shorts rallied, margin calls forced the fund to liquidate its public book in a block trade. It lost 67% in July. The thesis survived. The financing did not. Citadel bought much of the forced portfolio, including CoreWeave, IREN and SanDisk, at distressed seller prices. It reportedly avoided Oracle's bonds. That distinction matters. Good assets sold by a leveraged owner can be attractive even when the debt financing the wider loop is not. It also fits Ken Griffin's habit of buying rare assets at auction, from a first edition US Constitution to a stegosaurus called Apex. He seems to like valuable things when the seller has limited options, whether the seller is at Sotheby's or on the other side of a margin call. That is the whole lesson in one trade. The thesis was right, leverage forced the sale and the buyer who separated asset quality from funding risk captured the opportunity. ## **Where this ends** If history repeats, I think the break starts in credit, not earnings. AI does not need to stop working. The trigger could be an Oracle downgrade, a neocloud that cannot refinance or a private credit vehicle marking down data centre paper. Forced selling starts in the leveraged layer while cash rich hyperscalers remain operationally sound. My base case is a slow absorption rather than one dramatic crash. Demand keeps growing. Commitments are renegotiated or extended. Some leveraged operators fail, recapitalise or get acquired. The gap between self funded and debt funded businesses widens. We can already see that separation in the relative performance of neoclouds and the largest platforms. _The separation has started. It is following the balance sheet, not the theme._ The more serious downside case is narrower. OpenAI's estimated revenue fails to accelerate again, an IPO is delayed or priced below what the financing structure needs, and counterparties start revising commitments or collateral values. Much of the leveraged layer sits downstream of that single funding question. _My probability weighting across four realistic outcomes._ There is one quieter signal worth watching. Berkshire Hathaway is holding record cash after several years as a net seller of equities. Buffett may not be forecasting a crash. He may simply be refusing to pay current prices. He was criticised for the same discipline in 1999. The lesson is not to copy his cash allocation. It is to separate the price you pay from your conviction in the technology. ## **What we take from it** Own the build where the balance sheet can carry it. Microsoft and Amazon can fund substantial investment from cash they already earn, which makes them less exposed to the circular financing problem. Avoid the centre of the financing loop. I would not own Oracle investment grade paper or CoreWeave high yield debt at the current risk and reward. I would also be very careful wherever repayment ultimately depends on one AI lab continuing to raise capital. Credit is repricing that risk in real time. There is no reward for being early to weak paper. Prefer the enabling infrastructure: power, transmission, cooling and memory. Those revenues are less dependent on which lab or model wins, and the evidence of real shortages is clearest in this part of the stack. Valuation and contract quality still matter. Treat leases and guarantees outside the main balance sheet as debt when sizing exposure. The economics matter even if the accounting presentation is delayed or fragmented. The AI story is true. The railway and internet stories were true as well. The investable question is not whether technology matters. It is who owns the paper when credit tightens. This time, the network is visible enough for us to separate durable assets from fragile financing before the break. --- _\*Disclaimer: This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai._ _This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy._ _This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein._ _No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions._ _Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\*_ Source: https://cyphercapital.com/insights/the-ai-boom-has-reached-the-snack-aisle --- # Whoever Powers the Chips Wins the Race Published: 2026-08-12 · Author: Reza Nedjatian · Category: Industry Updates > The hardest megawatt to deliver is never the one inside the building. It's the one at the fence. _Storm Group | Reza Nedjatian | August 2026_ _This article is published in partnership with Storm Group, an affiliated entity._ --- The hardest megawatt to deliver is never the one inside the building. It's the one at the fence. I've spent more than fifteen years building and energising power and data-centre infrastructure across the Gulf, North America and Europe - over 300 megawatts delivered, including a 240 MW project in Abu Dhabi. In all that time, the part that broke schedules was never the switchgear, the chillers, or the racks. It was the stretch of work nobody puts on the cover of the brochure: getting enough power to the boundary of the site, and the paperwork that allows you to switch it on. That was always the job. What's changed is that the AI race has taken this old, unglamorous constraint and made it the whole game. ## **The constraint the market keeps underestimating** Everyone is counting GPUs. Analysts track chip allocations the way commodity traders track oil barrels -  who has the Blackwells, who's in line for the next Vera Rubin shipment, whose cluster will train the next frontier model. It's a reasonable thing to track. It's also no longer the constraint that decides who wins. Contracted demand for AI compute is running well ahead of the grid's ability to power it. In the United States alone, generation and storage projects seeking grid interconnection have piled up into a backlog north of 2,000 gigawatts - more than the country's entire installed capacity, sitting in queues rather than producing power. The median wait from application to commercial operation is approaching five years; for large loads like data centres, some utilities are quoting seven. In Texas, data centres now make up the large majority of a queue that dwarfs the grid they're waiting to join. PJM's capacity auction failed to clear its own reliability target for the first time in its history. None of that is a chip story. It's a wires-and-permits story, and it's the story that will actually determine where AI infrastructure gets built over the next decade. The bottleneck has moved from silicon to substations from chip fabs to planning offices. Nobody wants to write that headline, because it's less exciting than a keynote about the next model. But it's the one that matters to anyone actually trying to break ground. ## **The powered-site ladder** Over the years I've come to think about this as a ladder with five rungs. You need the right land. You need control of it. You need a firm grid connection. You need planning and permits. And you need energisation power actually flowing, tested, and live. Here's the thing almost nobody outside the industry appreciates: the risk and the time are not evenly spread across those five rungs. Finding land is comparatively easy. Energising a site, once everything above it is in place, is largely mechanical. It's the middle two rungs, grid and permits where almost everything that can go wrong, does. Projects don't die dramatically on a construction site with cranes and headlines. They die quietly, in an interconnection queue, or in a planning office, months or years after the announcement that made the news. If you want to know whether a data-centre project is real, don't ask who the anchor tenant is. Ask where it sits on this ladder. ## **Where the value actually gets created** Land is available to anyone with capital. GPUs, eventually, are available to anyone with a purchase order and patience. Neither of those is scarce in the way that matters — they're expensive, but they're not hard in the sense of requiring judgment, relationships, and years of accumulated scar tissue to get right. The scarce thing, the thing that's actually hard to buy is the work of converting an unpowered parcel of land into a grid-connected, permitted, energised site. That work retires a specific kind of risk: the risk that a project stalls indefinitely in a queue, or gets rejected at planning, or wins its permit but discovers the substation upgrade costs more than the project itself. Once that risk is gone, you're not looking at the same asset anymore. A permitted, powered site is fundamentally different from — and far more valuable than — the field it started as, because someone has already absorbed the years of uncertainty that would otherwise sit on the buyer's balance sheet. ## **Why this is a craft, not a capital game** Here's what capital alone can't do: it can't jump an interconnection queue. It can't shorten a utility's study timeline. It can't make a planning authority move faster because the applicant has a larger balance sheet. Interconnection processes, utility relationships, grid studies, planning regimes, energisation sequencing these are won market by market, by people who have sat across the table from the same utilities and the same planning officers before, who know which studies to commission early, which objections to pre-empt, and which relationships actually shorten a timeline versus which ones just feel like they should. I've learned this the direct way on live projects, under real deadlines, in jurisdictions with very different rules for how power and permits actually get granted. There's no shortcut for that kind of pattern recognition. It's earned one project at a time. ## **Where Storm fits** This is the work Storm does. We operate on the hardest rungs of that ladder: sourcing strategically located land, securing grid capacity, and taking projects through planning and permitting to deliver energised sites that are genuinely ready to build on. The people who run compute, and the people who finance what runs on top of it, shouldn't have to carry land risk, grid risk, and permitting risk themselves. Our contribution is taking that risk off the table before anyone else has to touch it. We're building this Europe-first, with a small number of adjacent markets under active evaluation. That's a deliberate choice, not a default. Europe combines real, growing demand for AI infrastructure with power and permitting realities that are genuinely local market by market, utility by utility, planning authority by planning authority. That's exactly the kind of terrain where disciplined, patient site development turns scarcity into durable value, rather than just a longer queue. ## **Why now, and why here** AI demand is global. Power and land are not, they're stubbornly, unavoidably local. That mismatch is precisely where the opportunity sits. My own track record was built in the Gulf and beyond; Storm's home market, deliberately, is Europe. The lesson travels even when the geography doesn't: the fundamentals of getting a site powered and permitted are the same whether you're in Frankfurt or Aragón. What changes is the specific utility, the specific regulator, the specific queue. Getting those specifics right, market by market, is the entire job. ## **The work we've chosen** The AI economy will be built by whoever can actually deliver power and permitted sites at scale, not by whoever announces the biggest chip order. That's unglamorous, difficult, multi-year work. It doesn't fit neatly into a keynote slide. But it's the work that decides, in the end, whose projects get built and whose stay stuck in a queue. It's the work Storm has chosen to do, and it's the reason I've joined to lead it. The AI race won't be won by whoever buys the most chips. It will be won by whoever can power them. --- _\*Disclaimer: This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai._ _This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy._ _This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein._ _No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions._ _Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\*_ Source: https://cyphercapital.com/insights/whoever-powers-the-chips-wins-the-race --- # The Art of Recognizing Value Published: 2026-07-01 · Author: Pawel Mowlik · Category: Research > Reflections from Art Basel on art, investing, and the pursuit of authentic value _Reflections from Art Basel on art, investing, and the pursuit of authentic value_ Cypher Capital | Pawel Mowlik | July 2026 > _(Left) Gehard Richter, Abstraktes Bild (Abstract Painting), 2017 ; (Right) Snapshots of Art Basel_ Every June, thousands of artists, collectors, entrepreneurs, investors, and cultural leaders gather in Basel for what is arguably the most important event in the art world: Art Basel. Many see it as a marketplace for art. I see it differently. Art Basel is a marketplace for conviction. At first glance, art and investing could not be more different. One is supposed to be about expression. The other is about returns. One celebrates subjectivity. The other attempts to quantify value. One asks, “What does this mean?” The other asks, “What is this worth?” Yet after spending years in both worlds, I have come to believe that they are driven by the same force: the ability to believe in something before everyone else does. As I walked through the exhibition halls this year, I was reminded that both art and investing are ultimately exercises in recognizing value before it becomes obvious. That is far easier said than done. Thousands of artworks are displayed. Some immediately attract crowds. Others are quietly passed by. Yet history repeatedly teaches us that popularity and significance are not always the same thing. The works that define an era are not always the works that receive the most attention in the moment. The same can be said of investing. The founders who change industries often appear unconventional before they appear visionary. The companies that reshape markets frequently look uncertain before they look inevitable. Great opportunities rarely arrive with consensus attached. Whether in art or investing, the challenge is not simply identifying what is valuable today. It is recognizing what will matter tomorrow. > _David Hockney, Delphiniums on My Garden Table, July 2025_ This year's Art Basel felt particularly meaningful. It came shortly after the passing of David Hockney, one of the defining artistic voices of our time. His bold use of colour, his unmistakable perspective, and his refusal to conform shaped generations of artists and collectors. I had the privilege of meeting David Hockney personally many years ago. What stayed with me was not the market value of his work, impressive as it was, but the authenticity of the individual behind it. Hockney never seemed interested in creating what others wanted him to create. He was committed to expressing what he saw and believed. That authenticity became his signature. Perhaps that is what the greatest artists and entrepreneurs share: the courage to be different, the willingness to follow conviction before consensus, and the confidence to create something that may not be immediately understood. In today's world, these qualities feel increasingly rare. We live in an age where content is abundant but originality is scarce. AI can generate images, essays, opinions, and strategies at unprecedented speed. Yet the more efficient the world becomes, the more valuable authentic human perspective becomes. Technology is making creation easier. It is not making conviction easier. This is one reason why I continue to return to the world of art. Art demands that we slow down. It asks us to look beyond trends and headlines. It invites us to consider what is truly being expressed and why it matters. In many ways, the same discipline applies to investing. At Cypher Capital, we spend our time exploring emerging technologies, digital infrastructure, and the next generation of innovation. Every day, we are confronted with enormous volumes of information and endless opportunities competing for attention. The question is never whether there is noise. There is always noise. The question is whether we can identify the signal. Art Basel serves as a powerful reminder that signal often emerges from places where genuine passion exists. The most interesting conversations I had during the week were not about markets, valuations, or capital allocation. They were about culture, music, nature, food, creativity, and ideas. Because long before someone shares an investment thesis, they highlight something far more important: how they think, what they value, and what they believe in. Those conversations have also reinforced my passion for mental health and personal well-being. The more people I meet, the more I realize that behind every title, every success, and every investment journey is a human being carrying ambitions, challenges, and experiences that are rarely visible on the surface. Taking the time to truly listen, to understand, rather than simply respond has become one of the most valuable lessons of my career. Those conversations often reveal more about a person than any business meeting ever could. The strongest relationships rarely begin with transactions. They begin with curiosity, shared experiences, and a genuine desire to understand one another. Ironically, some of the most meaningful relationships in my professional life have emerged when business was not the objective. Art Basel is filled with investors, entrepreneurs, family offices, and business leaders. Yet the moment every conversation becomes transactional, something important is lost. The paradox is that the strongest partnerships are often formed when nobody is trying to create one. That is how trust is built. And trust remains one of the most valuable assets in any market. This is perhaps the greatest lesson Art Basel continues to teach me. Behind every artwork is a person. Behind every company is a founder. Behind every investment is a belief. Markets may measure outcomes, but people create them. > _Georg Baselitz (b. 1938), Rote Mutter Mit Kind, 1985_ Art, at its best, invites us to pause. To step away from daily noise and reconnect with beauty, creativity, and perspective. Perhaps that pause offers an important reminder for investors as well: not every valuable asset can be measured, not every meaningful relationship begins with a transaction, and not every great opportunity reveals itself immediately. The longer I spend in both the worlds of art and investing, the more convinced I become that value creation begins long before a price is attached to something. It begins with vision. It begins with conviction. It begins with the courage to see something others do not yet see. That is true for artists, entrepreneurs, and investors. In a world increasingly optimized for speed, authenticity remains one of the few advantages that cannot be replicated. In the end, art and investing begin from opposite ends of the spectrum. One seeks meaning. The other seeks value. Yet both ask us the same question: **Can you recognize value before the rest of the world agrees with you?** **Because that is where every masterpiece and every great investment begins.** Source: https://cyphercapital.com/insights/the-art-of-recognizing-value --- # Wall Street Is Closed. The Market Isn't. Published: 2026-06-22 · Author: Kim Wong · Category: Research > I'm writing this from Dubai on a Sunday night, with the SpaceX roadshow about to begin and what may be the largest IPO in history pricing in just under a fortnight. **Cypher Capital | **Kim Wong** | June 2026** Have you noticed that everything important this month happened on a weekend? I'm writing this from Dubai on a Sunday night, with the SpaceX roadshow about to begin and what may be the largest IPO in history pricing in just under a fortnight. Pre-IPO SpaceX has been trading on Hyperliquid since the 18th. Polymarket and Nasdaq quietly put every major unicorn on a prediction market the day after. And while CME crude has spent the last six weekends closed for business, the Iran negotiations have been moving the tape regardless. On the 18th, Hyperliquid listed a synthetic perpetual on SpaceX under the ticker SPCX. The contract opened implying a $1.78 trillion valuation, spiked to $2.5T within hours, and has settled around $2.4T. Day one volume was $33 million. SpaceX filed its S-1 publicly two days later. The roadshow reportedly begins around June 4, with pricing on June 11 and trading as early as June 12. Inside two weeks we will know whether the on-chain venue or the syndicate had the better mark. _SpaceX began trading on-chain before the IPO roadshow began._ Here is a sentence I never thought I would type. You can now build a globally diversified portfolio of stocks, indices, commodities, and pre-IPO names on a Sunday afternoon, from your phone, in size, and settle in USDC. SpaceX is the headline name given the imminent IPO, but the actual breadth on these venues is wider than the coverage suggests. On Hyperliquid, [Trade.xyz](http://Trade.xyz) lists perpetuals on Tesla, Nvidia, Apple, and Amazon, an XYZ100 index of the top 100 public companies, the S&P 500 and Nasdaq, WTI and Brent crude doing over a billion dollars of daily volume each, gold, silver, and agricultural contracts like corn and wheat. Lighter and Phantom have added the Korean blue-chips most international investors struggle to access directly: Samsung, SK Hynix, Hyundai, and the KOSPI. Pre-IPO names like SpaceX and Cerebras sit alongside. The accredited-investor moat is gone. The geographic moat is going next. Forge and EquityZen want a $1M net worth, lockups, and right-of-first-refusal terms. A Korean brokerage account wants ID verification and the won to settle. The synthetic perp wants a wallet. _Global markets increasingly reprice risk long before traditional exchanges reopen._ And the underwriters, for the first time, have a public price to argue against. David Schamis at Atlas Merchant publicly told Musk last week not to let the syndicate underprice the deal, citing the on-chain venues as the better signal. That conversation does not happen in 2024. The centralised exchanges have validated the category: Binance, OKX, and Bitget have all launched their own versions in the last month, and Binance's SPCXUSDT contract did $85 million on day one, more than double what Hyperliquid managed. When every futures venue in the world races to clone the same model in a fortnight, you are watching a category being born in real time. Which raises the obvious question. If the rails for trading private companies are being rebuilt, how do you actually own a piece of the shift? The answer, in our view, is two tokens. BNB and HYPE. BNB is the more straightforward case. Binance is the largest crypto exchange in the world and has moved aggressively into pre-IPO derivatives, with more listings to follow as the unicorn pipeline matures. Fees from that activity flow through to BNB via quarterly burns. If you believe the pre-IPO category is real and growing, BNB is the most liquid, most regulated, most institutionally palatable way to be long the trend. It is the less novel answer, which is often the reason it works. HYPE is the more interesting one. Hyperliquid pioneered the model that Binance, OKX, and the rest are now moving to replicate. The protocol routes roughly 97% of its trading fees into something called the Assistance Fund, which continuously buys HYPE from the open market. A December governance vote made those holdings effectively unrecoverable. The bought-back tokens are gone. Holder revenue is currently running around $65 million a month, and every new pre-IPO listing feeds the same loop. More volume, more fees, more buybacks, less float. HYPE rallied 7% in the 24 hours after SPCX went live, in a market that was otherwise red. That was the mechanism functioning as designed, not coincidence. Think of the two this way. BNB gives you exposure to the size of the new market. HYPE gives you exposure to the elegance of its design. Binance growing alongside this flow is bullish for Binance shareholders. Hyperliquid growing alongside it is bullish for anyone holding the token. Both deserve a place in a portfolio that takes the structural shift seriously, and we own both. I am not going to pretend HYPE is without risk. A January snapshot showed roughly $219 million a month in token unlocks against $49 million in protocol revenue, which is a four-to-one overhang against the buyback. Volume has grown since, fee diversification is helping, but the net-deflation crossover has not arrived yet. We are sized for the drag. Anyone telling you HYPE is risk-free is selling you something. The same caveat applies in a different form to BNB. Its fortunes rise and fall with crypto exchange volume and with regulatory tolerance for the largest non-US venue in the space. Neither is without risk. Both are positioned for what comes next. Polymarket itself deserves a closer look, because it may be one of the most underappreciated developments of the month. It is the world's largest prediction market, with over $2.7 billion in cumulative trading volume across politics, sports, crypto, geopolitics, and culture. It is where you go to see what market participants collectively expect on any given day, from the FIFA World Cup winner to whether Strait of Hormuz traffic normalises by month-end. The day after the SPCX listing, Polymarket announced an exclusive partnership with Nasdaq Private Market, the institutional venue Nasdaq runs for secondary trading in private companies. NPM will provide the resolution data for event contracts on the world's major unicorns. First markets went live on OpenAI, Anthropic, SpaceX, Stripe, Kraken, Anduril, and Databricks. It is worth pausing on that. Nasdaq is the data layer for a prediction market. A year ago that sentence would have sounded implausible. Today it is a press release. ICE put up to $2B into Polymarket at an $8B pre-money in 2025, and another $400M round at $15B is reportedly underway. The people who own the rails are underwriting the venue, which is not a fringe story anymore. In practice, two venues now price private companies in real time. Hyperliquid handles the continuous valuation. Polymarket prices the discrete events around it: IPO timing, valuation thresholds, who lists first. Used together, they give you a two-sided view of how a private company is performing between funding rounds. Nothing in traditional markets comes close. Which brings me to the question worth raising on every CIO's desk this week. If a headline lands on Saturday afternoon that moves oil ten dollars, why are we still waiting until Sunday night to do anything about it? Because that is the situation we keep returning to. Oil has spent the last fortnight at the mercy of the U.S. and Iran negotiations, none of which resolves before Friday. Which means the same pattern is likely to repeat this coming weekend, as it has for the last six. A headline lands on Saturday. The tape gaps on Sunday night. Much of the institutional world reads about it after the fact. _WTI crude repeatedly repriced over weekends as geopolitical developments unfolded outside traditional market hours._ Notably, CME has already conceded the point. As of last Friday, bitcoin and ether futures trade 24/7 on CME Globex with a two-hour weekly maintenance window. The world's largest derivatives exchange has accepted that institutional clients need round-the-clock risk management. They started with crypto because the demand was loudest there. Oil, equities, and the rest will follow when the demand catches up. Which is to say, when institutional desks stop waiting for the Monday open. Until that happens with crude, the venues described above remain the only practical route. Polymarket has binary contracts on the relevant Iran catalysts. Hyperliquid has continuous exposure on oil-correlated assets. Both absorb meaningful size. A 48-hour head start on Monday's tape is a material edge. Compounded over a year of weekends, it is a meaningfully different P&L outcome. Step back from the individual stories. What you are watching is the structural reorganisation of how capital accesses opportunity. Pre-IPO unicorns priced on a DEX. US mega-caps trading on weekends through synthetic perps. Korean memory names trading 24/7 against USDC. WTI doing over a billion dollars of daily volume on Hyperliquid alone. Prediction markets resolving against Nasdaq data, covering everything from OpenAI valuation thresholds to the FIFA World Cup. The accredited-investor walls, the weekend close, the geographic gatekeepers, the syndicate's pricing monopoly, the brokerage account in each currency. All of it between you and the assets that compound over the next decade. They are coming down at roughly the same time. The plumbing has been quietly upgraded and most of the building has not noticed. That shift is more significant than any single trade. In five years it will look the way trading floors look to us now. Crowded, slow, expensive, and structurally unable to do what the next thing does. Our job is to own the pieces that capture it. BNB and HYPE are two of them. There will be others, and I suspect the next twelve months bring interesting candidates from outside crypto entirely. We will keep writing about it. --- _Thinking out loud from Dubai. Not financial advice. Do your own research._ _Disclaimer:_ \*This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai. This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy. This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein. No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions. Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\* Source: https://cyphercapital.com/insights/wall-street-is-closed-the-market-isnt --- # Beyond Bitcoin: Why the Institutional Era Has Permanently Changed Digital Asset Markets Published: 2026-05-12 · Author: Kim Wong · Category: Research > The Cycle Is Dead. Long Live the Structure. --- > The Cycle Is Dead. Long Live the Structure. **A Letter from Kim Wong | Chief Investment Officer | Cypher Capital** --- Every year, somewhere around January, someone publishes a chart comparing this crypto cycle to the last one. The lines are overlaid. The halving dates are marked. The conclusion is always the same: _we are approximately here on the curve, and therefore the top is approximately there._ I used to find these charts useful. Now I find them nostalgic: the investment equivalent of navigating by the stars when you have GPS. The four-year cycle was a real thing. It was real because the marginal buyer of Bitcoin for most of its existence was a retail investor responding to narrative momentum, social media heat, and the emotional pull of watching their neighbour make money. That buyer moved in waves. Waves have predictable shapes. You could trade the shape. That buyer is no longer the marginal price-setter. In 2025, the largest single flows into digital assets came from ETF products, corporate treasury allocations, and sovereign wealth mandates. _Source: Glassnode, CoinShares, data available as of close 23 Feb 2026_ These are buyers with investment committees, risk frameworks, and portfolio construction constraints that were not built with a four-year meme cycle in mind. They move slowly. They move in size. And once they move, they do not rotate out on a tweet. This is the structural shift that defines the market we are operating in today. And it changes almost everything about how we think, position, and manage capital. When I sat down to write this letter, I wanted to avoid two traps. The first is false modesty: _we are still learning, the market is complex, who can really know._ The second is false certainty: _our models show X, therefore Q4 will deliver Y._Both are dishonest. Both are, frankly, a bit boring. What I can offer instead is what I actually think is happening, grounded in what we have seen, what we have done, and where we are placing our bets. --- ## Part One: What the Market Actually Is Right Now The headline narrative of 2025 was _institutional adoption_. The reality was more interesting than that phrase implies. What happened was not simply that large institutions decided they liked Bitcoin. What happened was that the financial infrastructure required to hold digital assets at scale finally reached maturity and then, almost simultaneously, regulatory clarity arrived to make institutional allocation legally defensible. Those two things together - infrastructure maturity and regulatory clarity - are not a cycle. They are a one-way door. Consider what changed in a single year. The United States passed the GENIUS Act. The SEC-CFTC Memorandum of Understanding resolved the commodity-versus-security question that had paralysed institutional legal teams for a decade. The Fed, OCC, and FDIC confirmed that tokenised securities carry the same capital treatment as their conventional equivalents. None of this can be undone. The question for 2026 is not _will institutions come_ - they are already here. The question is _what will they allocate to_, and _who will be positioned to capture it?_ That is the question Cypher Capital is built to answer. There is a second development that receives less attention: **the end of single-asset digital investing.** Today, a sophisticated digital asset portfolio can generate structured yield, access tokenized fixed income, take venture-stage token exposure, and express tactical views through liquid derivatives, all within the same asset class. Digital assets are no longer a _position_ in a portfolio. They are becoming a _portfolio in themselves._ One that requires exactly the multi-strategy expertise that traditional asset managers have spent decades developing, applied to an asset class that moves faster, rewards conviction more, and punishes complacency harder than anything in conventional finance. That is the market Cypher is operating in. And that is why the firm looks the way it does. --- ## Part Two: Why Cypher Looks Different Now — And Why That Was Always the Plan Cypher Capital was built on high-conviction, early-stage investing in digital assets. Concentrated bets, long time horizons, deep fundamental research on protocols before the broader market had formed an opinion. That approach generated the returns that built our track record. It was the right approach for the market that existed then. But the right approach for 2021 is not automatically the right approach for 2026. Not because the underlying conviction has changed, but because the opportunity set has changed around us. Three things have shifted. The illiquidity premium in early-stage crypto VC has compressed as more capital chases fewer high-conviction deals. The liquid alpha opportunity has matured to the point where ignoring it to preserve a pure-VC identity means leaving real returns on the table. And most importantly: our investors need more than one gear. Institutional allocators are not looking for a single-strategy fund that delivers lumpy, illiquid returns over seven years. They are looking for managers who perform across market regimes. So Cypher is evolving. Not pivoting, but evolving. The distinction matters. A pivot implies abandoning something that was not working. An evolution means taking what you are good at and building around it. The core has not changed: we identify structural opportunities before they are consensus and size into them with conviction. What has changed is the range of instruments we use to express that conviction, and the breadth of the asset classes we are willing to operate across. ### 🟦 Digital Assets **Primary focus** Liquid strategies, structured yield, venture allocation, and DeFi infrastructure. ### 🟧 AI Infrastructure **Storm Group** Direct exposure to the physical layer of the AI revolution: data centres, compute capacity, and infrastructure assets. ### 🟩 Traditional Assets **Disciplined diversification** Not a retreat from digital, but recognition that risk-adjusted returns sometimes arrive from unexpected directions. And underpinning all three is a capability that most managers in this space do not yet have: we are structured to operate, analyze, and execute across markets that never close. --- ## Part Three: What We Have Learned From the Investments That Defined Us I am sometimes asked what separates a good investor from a lucky one. My honest answer: the good ones can explain, in advance, _why_ a thing will matter - not just that it went up, not just that they were in early, but _why_. The mechanism. The logic. The thing the market was looking at versus the thing that actually determined the outcome. The two cases below are not selected because they produced the best returns in our portfolio. They are selected because they best illustrate how we think. Each one had a moment - before the price moved, before the consensus formed - where we had to decide whether our analysis was right or the market was. We decided we were right. In both cases, we were. What I want you to notice is that these are not the same type of trade. One is an equity-style investment in a business with revenues, market share, and a defensible product. The other is a geopolitical event trade on a prediction market, resolved in eight days. Different instruments. Different time horizons. Different asset classes entirely. Same framework. Strip away the noise. Model the private incentives, not the public statements. Size with conviction. Protect capital on the way up. Before walking through the cases, I want to say something about how we think about markets because it shapes everything that follows. Cypher Capital is a multi-asset manager that operates in markets that never close. This is not a marketing line. It is the defining structural feature of what we do, and it is something that most traditional asset managers have not yet internalized. A conventional fund manager's week begins on Monday morning and ends on Friday afternoon. The weekends are quiet. The markets are closed. Risk is parked. Ours is not. Digital asset markets run 24 hours a day, seven days a week, 365 days a year. Funding rates reset every eight hours. Arbitrage windows between tokenized representations of listed assets (equities, commodities, oil futures, equity indices) and their underlying instruments open and close across timezone boundaries. Weekend price moves in perpetuals markets create basis dislocations that have resolved, or widened further, by the time Monday morning arrives in New York. Assets that traditionally sleep on Saturdays now have tokenized proxies that trade continuously. The gap between those proxies and the underlying is a recurring, structural opportunity that exists specifically because one market is open and the other is not. This is not speculation about the future. These opportunities exist today. They are baked into the architecture of 24/7 markets sitting adjacent to five-day markets. We are structured to capture them. Most managers are not. The mindset this requires is different from conventional asset management. You cannot wait for Monday. You cannot assume that prices at Friday close will reflect fair value by the following week. You have to be present, analytical, and disciplined across the full time continuum - not just during business hours. Both cases below are expressions of this mindset. In the Hyperliquid case, we were analyzing a business built natively for a 24/7 market environment and pricing it against comparable businesses that were not. In the ceasefire trade, we were reading geopolitical signals in real time, sizing across multiple Polymarket contracts, and managing exits actively as the situation evolved across days and time zones, without pause. That is how we invest. --- ### Case One: Hyperliquid - Buying a Profitable Business the Market Hadn't Classified Yet In February 2025, we initiated a position in Hyperliquid at $23.25. At the time, most of the market viewed Hyperliquid as a token. We viewed it as a business. The distinction sounds small. It is not. _Source: Artemis_ The business case was straightforward once you looked at the right numbers. Hyperliquid had captured approximately 70% of on-chain perpetuals market share, not by outspending competitors, not by paying for listings, not by raising venture capital and deploying it into market-making subsidies. It had built a superior product, charged competitive fees, given 31% of its total supply directly to the traders who used the platform, and generated $51 million in revenue in January 2025 alone. Annualized, that implied roughly $600 million in revenue at a fully diluted valuation of $24 billion (a price-to-earnings ratio of approximately 40x, comparable to Coinbase), but with faster growth, no VC overhang, and a community that owned the product rather than resenting it. The counterarguments were real. Hyperliquid was available only on Tier 2 exchanges — Bitget, Gate, MEXC. No Binance listing. No OKX. The team was pseudonymous, operating out of Harvard alumni backgrounds with no institutional pedigree. The November 2025 unlock was a known risk: 31% of supply in the hands of airdrop recipients who had never paid for their tokens. We dismissed each of these, but not casually. The exchange listings we read as a timing arbitrage: Tier 1 access would come, and with it, institutional liquidity that would re-rate the asset. The pseudonymous team we read as a feature: a team that builds for two years before anyone notices, self-funds entirely, and gives equity to users rather than VCs is a team with aligned incentives that no amount of investor relations can manufacture. The unlock we built into the exit plan explicitly. Our thesis was always that the position needed to be substantially reduced before November. The entry thesis at $23.25 carried a target of $50, framed internally as a conservative read on what the asset would be worth if valued as a hybrid of Binance's perpetuals business and Solana's infrastructure value. We sized appropriately, documented the thesis, set the risk parameters, and managed the position actively. Our original plan was to exit ahead of the November 2025 unlock. As the position continued to perform and our conviction held, we maintained exposure and ultimately took 70% off the table in March 2026. _Source: DefiLlama_ The position returned over 100% on the spot book alone across thirteen months - with futures activity excluded from that figure. We sized meaningfully, managed it actively, and protected capital on the way up by exiting 70% before the position required any heroics. What this case proves is not that we called the price correctly. It is that we asked a different question from the rest of the market. While everyone else was debating whether HYPE would get a Binance listing, we were asking: _at this valuation, what does the market think this business is worth, and what do we think it is worth?_ The gap between those two numbers was the trade. --- ### Case Two: The Ceasefire Trade — Pricing Incentives, Not Rhetoric In early April 2026, with the Iran-US conflict entering its sixth week, Polymarket was pricing the probability of a near-term ceasefire at approximately seven cents on the dollar. Cypher Capital's assessment was materially different. Our framework centres on a single question: what do the relevant parties _need_ privately, independent of what they are saying publicly? Applied to this situation, the answer was unambiguous. Each principal in the conflict faced structural incentives to end it that none could articulate openly. The US administration required lower energy prices ahead of a domestic political cycle. Iran had sustained significant degradation to its military assets, naval capacity, and petrochemical export infrastructure, rendering continued conflict economically untenable. China held long-dated LNG supply contracts routed through the Strait of Hormuz; sustained closure of the strait represented immediate commercial loss, not theoretical risk. Pakistan held the back-channel architecture and the diplomatic incentive to facilitate a resolution. The market was pricing the public statements. We were pricing the incentive structure. A secondary signal reinforced the thesis: the pattern of deadline extensions. Trump had extended each prior deadline without exception. Each extension without escalation narrowed the credible threat window. We also noted that public communication from key parties shifted. We built the position in stages as the evidence accumulated, trimmed as the probability re-rated upward to recover capital, and allowed the remainder to run into resolution. The ceasefire was announced on April 7th. The core position was entered at seven cents and resolved at $1 eight days later. The point was not the return. The point was the method - a disciplined, evidence-based framework applied to a market that was pricing noise rather than signal. This case proves something different from Hyperliquid. It is not about reading a business. It is about reading a situation, understanding that public statements and private incentives are not the same thing, and that the gap between them creates tradeable asymmetry in any market that prices the statements. The same logic applies across everything we do. In the Hyperliquid case, the public statement was _"this is a risky, unlisted, pseudonymous token."_ The private reality was _"this is a profitable business with 70% market share, trading at a discount to comparable listed exchanges."_ In the ceasefire case, the public statement was _"this conflict is escalating and no agreement is near."_ The private reality was _"every party needs this over."_ Two trades. Two different markets. One method. --- ## Part Four: Four Theses for the Next Decade Let me be direct about where Cypher sees the highest-conviction opportunities over the next three to five years. These are not themes. They are theses: specific beliefs about how the world will change, and where value will accumulate as a result. Each one is strong enough to anchor a standalone piece of research. This letter states the essential argument. We will go deeper on each one in the months ahead. --- ### Thesis One: AI and Crypto Are the Same Bet The convergence of artificial intelligence and blockchain is not a narrative — it is a structural inevitability, and the distinction matters enormously for how you allocate capital. AI systems need compute, data, and models at scale. Today, all three are concentrated within a handful of centralized technology companies. Blockchain infrastructure provides the alternative layer: decentralized compute networks, permissionless data markets, and token incentive systems that align contributors with long-term network value. The result is an open, verifiable infrastructure for AI that Big Tech cannot replicate because the decentralization is the feature, not the product. At Cypher, we are expressing this thesis across both venture and liquid layers, and directly through the Storm Group's AI data centre assets. _Source: FactSet, Goldman Sachs Research_ The investors who understand this convergence in 2026 will look, in retrospect, like the investors who understood the internet in 1997. --- ### Thesis Two: Tokenisation Is the Distribution Revolution Traditional Finance Has Been Waiting For _Source: _[_rwa.xyz_](http://rwa.xyz) Tokenized real-world assets crossed $25 billion on-chain in early 2026, nearly quadrupling in a year. The IMF described tokenisation not as an operational efficiency but as a _fundamental reconfiguration of financial architecture._ McKinsey projects $2 trillion by 2030. We think that is conservative. The real opportunity is not in the assets themselves, it is in the distribution rails. Tokenization collapses the distinction between institutional and retail access. It makes settlement programmable. It makes yield composable. We are building directly into this opportunity: our AMC suite is designed for distribution across both traditional private placement channels and on-chain infrastructure, and the data centre tokenization mandate we are executing is the most concrete expression of the thesis we have. --- ### Thesis Three: The Next Decade's Returns Belong to Infrastructure Managers, Not Narrative Traders The era of generating alpha by identifying the right narrative and rotating faster than the market is over, not because the market has become efficient, but because the institutional capital that now dominates flows is fundamentally uninterested in narrative trading. The managers who compound over the next decade are those who have built genuine operational infrastructure: the compliance frameworks, risk systems, custody arrangements, and reporting standards that institutional allocators require. This is not glamorous work. It does not generate engagement. But it is what separates firms that exist for one cycle from firms that exist for a generation. Our multi-jurisdictional structure(UAE, Hong Kong, Switzerland) is not a coincidence. It is the architecture of a firm built to serve institutional capital wherever it sits. --- ### Thesis Four: Capital Efficiency Is the New Alpha For most of crypto's history, alpha meant being early to the right asset. That remains true. But there is a second alpha source that is underappreciated: the intelligent management of capital _within_ positions - structured yield, collateralization, funding rate arbitrage, and deployment as productive DeFi collateral. This is the difference between an asset holder and an asset manager. Holders buy and wait. Managers make their capital earn continuously. Our product suite is built on this philosophy. Cypher Alpha targets structured active returns with a clear hurdle and high-watermark discipline. Cypher Digital Fund mirrors this approach across a broader multi-strategy mandate. Different risk profiles, same underlying principle: **every unit of capital should be earning something, always.** --- ### Part Five: How We Operate I want to say something asset managers rarely say out loud: **process is not the enemy of returns. It is the foundation of them.** Crypto has a long history of managers who generated spectacular short-term results through concentrated, leveraged, conviction-driven bets, and then gave it all back when the market moved against them. That is not a failure of intelligence. It is a failure of process. At Cypher, our Investment Committee structure requires documented thesis, sizing rationale, risk parameters, and exit criteria before capital is deployed. Our risk framework operates across position concentration, liquidity, counterparty exposure, and correlation simultaneously, because a portfolio that looks diversified on one dimension can be dangerously concentrated on another. Our reporting is built to institutional standards: not reactively, for investors we already have, but proactively, for the investors we intend to have. Our trading architecture is built for a market that runs around the clock. Systematic strategies execute algorithmically across the full perpetuals universe. Thematic and event-driven positions are governed by the same risk framework, the same IC oversight, and the same documentation requirements as everything else because conviction without process is just a bet. Our team spans UAE, Hong Kong, and Switzerland, three of the most favourable regulatory environments for digital asset managers in the world, giving us genuine, real-time proximity to the capital flows and deal origination that define our three core markets. This is not operational infrastructure built to impress an allocator during due diligence. It is infrastructure built to perform through cycles - including the ones that will test every assumption in this letter. --- ## Closing: A Decade-Long Bet, Not a Quarterly One I have watched several cycles from the inside. The euphoria. The capitulation. The quiet periods in between, where the firms that define the next decade are built by people who do not particularly care what the market is doing this week. We are in one of those periods now. The structural foundations are in place. The regulatory clarity has arrived. The institutional capital is coming. The AI-crypto convergence is playing out in real time. The 24/7 market structure is creating a generation of arbitrage opportunities that five-day managers cannot see, let alone capture. The question is not whether these things are happening - **they are**. The question is whether you are positioned to benefit from them with a manager who has the conviction, the structure, and the discipline to capture what's coming without blowing up along the way. That is what Cypher Capital is. We are not asking you to trust a cycle. We are asking you to back a decade-long thesis. The work continues. --- _Disclaimer:_ \*This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai. This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy. This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein. No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions. Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\* Source: https://cyphercapital.com/insights/beyond-bitcoin-why-the-institutional-era-has-permanently-changed-digital-asset-markets --- # Prediction Markets: The New Frontier of Alpha Published: 2026-05-01 · Author: Karan Gandhi · Category: Research > Some markets emerge quietly, build conviction slowly, and then, almost without warning, become impossible to ignore. Prediction markets are one of them. **Cypher Capital | Karan Gandhi | May 2026** Some markets emerge quietly, build conviction slowly, and then, almost without warning, become impossible to ignore. Prediction markets are one of them. I first noticed prediction markets during the 2024 U.S. presidential election. It was hard to believe at first, but nearly $3.7B worth of contracts tied to the election outcome were traded on Polymarket that day. Journalists cited Polymarket's probabilities as a real-time signal. For the first time, a decentralised, blockchain-settled market was setting the informational agenda for the world's most watched political event. Over the past year, we have spent considerable time across prediction market venues studying the structure, the liquidity, and where genuine edge exists. We now strongly believe prediction markets represent one of the most structurally interesting alpha opportunities available to a fund operating across 24/7 digital infrastructure. So, how does it work? A prediction market is one in which participants trade contracts on the outcome of a real-world event. A contract resolves to $1 if an event occurs and $0 if it does not. If you believe the probability of an event is higher than the market implies, you buy. If you believe it is lower, you sell. The price at any moment is the market's real-time estimate of probability. The instruments are binary. The alpha is not. The market will always have a price. The edge is in building systems that identify mispricing and having the infrastructure to position before the market corrects itself. You are, in essence, a trader of information asymmetry. --- ## **Where is the market now?** By the end of 2025, total notional trading volume across prediction market platforms reached $64B for the year up from $15.8B in 2024, and from a fraction of $1B in 2022. Monthly volumes, which sat below $100M in early 2024, exceeded $13B by late 2025. That is a 130x increase in under two years. Two platforms dominate. Polymarket processed $21.5B in 2025 volume. Kalshi generated $17.1B. Together they account for approximately 97.5% of total industry volume. What the headlines miss is where the growth is actually coming from. Politics received the most press, but Technology and Science markets grew 1,637% year-over-year in 2025. Economics grew 905%. Politics grew just 43% - the slowest category of all. The institutional signal is unambiguous. Polymarket received a $2B investment from The Intercontinental Exchange, owner of the NYSE valuing the business at $9B. Kalshi also raised over $300M at a $5B valuation backed by Sequoia, a16z, and Paradigm. made a $2B strategic investment into Polymarket. These are not venture bets on a narrative. They are infrastructure plays by the largest exchange operators in the world. The message is clear, prediction markets are the new frontier in Alpha and at Cypher we call it a **new era of digital markets**. --- ## **The Alpha We Are Pursuing** We have been actively engaged with prediction markets for close to a year now. The framework we apply is the same we apply across all our strategies: market research, modeling thesis, backtesting across sessions, narrowing initial markets, allocate limits, then start small and slowly size with conviction while managing exits actively. Prediction markets are accurate most of the time. That accuracy is precisely what makes the mispricing events valuable. When a structural dislocation appears, the window to act is narrow. Finding those moments systematically, and moving with conviction before the market closes the gap - that is the alpha. Our most recent example was the Iran-U.S. ceasefire. In early April 2026, Polymarket was pricing a near-term ceasefire at seven cents on the dollar. Tracking market sources and monitoring Polymarket volumes on the event, we noticed three consecutive days of increasing activity - a signal the market was beginning to reprice. We positioned into the ceasefire trade at seven cents which in eight days resolved to a dollar, a straight win. A 14x on a position we had high conviction on. This is the play. Being active, systematic, and finding opportunities through rigorous monitoring locating mispricing before the market corrects itself. The opportunities we pursue fall into three recurring types: - **Incentive dislocations:** Where the public narrative diverges materially from what the underlying incentive structure actually implies. - **Information asymmetry**: Plays where our research gives us an edge the market has not yet priced. - **Structural arbitrage:** Discrepancies in how the same event is priced across platforms or against correlated financial instruments. --- ## **Why This Belongs in a Our Multi-Strategy Mandate** Prediction markets are structurally native to the 24/7 environment in which Cypher operates. Markets settle in stablecoins, and resolve on-chain. They are accessible across time zones, with no settlement lag and no counterparty risk in the conventional sense. For a fund structured to operate continuously across markets that never close, this is not a peripheral opportunity. It is a direct expression of our core infrastructure advantage. More importantly, these markets are becoming the primary real-time signal layer for macro and geopolitical events. Prediction market data is being integrated into financial terminals, consumed by economists, cited by central bank analysts. When the market for a ceasefire is live on-chain at 2 am on a Sunday, the gap between that price and the conventional market's Monday-morning reaction is a structural arbitrage opportunity that exists because one market never sleeps and the other does. We have been in this market for a year. We have a methodology, a track record of specific positions, and a view on where the structural opportunities are concentrating. It is the result of treating this as a serious allocation of analytical resources rather than a trend to monitor from a distance. The fund managers who will compound meaningfully in the next five years will be those who were present in these markets before they were crowded, who built frameworks before the frameworks became consensus, and who treated real-time information markets as the core infrastructure they are becoming not as a sideshow to the main event. We made that decision a year ago to be participate in prediction markets. We continue doing so, and look forward. --- _Disclaimer:_ \*This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai. This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy. This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein. No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions. Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\* Source: https://cyphercapital.com/insights/prediction-markets-the-new-frontier-of-alpha --- # How an April Fool’s Joke Turned Into One of Our Best Event Trades Published: 2026-04-22 · Authors: Kim Wong, Bijan Alizadeh · Category: Investment Insights > On April 1st, we laughed at a 7-cent peace market. Then we bought it. Here’s what happened next. ### On April 1st, we laughed at a 7-cent peace market. Then we bought it. Here’s what happened next. By: [Bijan Alizadeh](https://www.linkedin.com/in/bijan-alizadeh-301745193/) and [Kim Wong](https://www.linkedin.com/in/kimwong11/) 1,368% return. Eight days. Here’s how. April 1st. April Fool’s Day. Week six of the Iran war. Bombs falling on Tehran. Missiles hitting Haifa. Trump had just extended his deadline to April 6th. Iran calling him “deceitful.” Polymarket pricing a ceasefire at 7 cents. I buy. Core position. 7 cents. Not because I’m brave. Because I’m asking one question nobody else seems interested in. What does every party privately need regardless of what they’re publicly saying? Trump needed gas prices down before midterms. Iran had lost its Supreme Leader, its navy, its air force and 85% of its petrochemical exports. China had 27-year LNG contracts through a closed strait. Pakistan needed a moment on the world stage. Every party had a private reason to end this. None could say so publicly. Critically, Trump had extended every single previous deadline without exception. The market was pricing the rhetoric. I was pricing the pattern. Over the next few days I add small amounts as the evidence accumulates and the price falls.Iran’s FM publicly rejected talks while back-channels ran all night through Pakistan. An F-15 shot down over Iran. Navy SEALs extracted the pilot from a mountain in one of the most extraordinary rescue missions in US military history. He landed and said three words. “God is good.” I thought about that for a long time. Because here in Dubai we’ve been living with this war in a way that’s hard to explain to people further away. Air raid alerts across the Gulf. Iranian missiles intercepted overhead. Friends called to check in. The city was quieter than it should be. The energy felt different. Dubai is built on openness. On trade. On the idea that this part of the world can be a place where things get built rather than destroyed. Every morning I’d walk outside and feel the weight of what was happening 3000 miles away. And every morning I’d come back to the same conclusion: this ends. It has to. Too many people need it to. April 6th. The Islamabad Accord framework exchanged hands overnight. This was promising. April 7th. 8 a.m. Trump posts: “A whole civilisation will die tonight. Maybe something revolutionarily wonderful can happen. WHO KNOWS?” Everyone read the first sentence. I read the last one. Then Trump went silent on Truth Social for seven hours before his own deadline. A man about to bomb power plants doesn’t go quiet. He posts. I start trimming at 21, 31, 32 cents. Full capital recovered. The rest runs as a free option. April 7th. 8 p.m. ET. Trump: “I agree to suspend the bombing of Iran for two weeks. This will be a double sided CEASEFIRE!” Pakistan’s PM Sharif: “With the greatest humility — Iran and the United States have agreed to an immediate ceasefire EFFECTIVE IMMEDIATELY. Both parties have displayed remarkable wisdom.” Oil crashes 10%. S&P futures up 2%. BTC up 5% Polymarket resolves. $1. And somewhere in Dubai, a city that runs on the promise of peace, people exhale. God is good. Three lessons. Read behaviour not statements. Iran rejected everything publicly while negotiating privately through Pakistan at midnight. Trump threatened civilisational destruction while extending every deadline. Model incentives not intentions. Every party needed this over. Needs are more reliable than intentions every time. Protect your capital on the way up. Let the rest ride free. That’s what lets you hold conviction without panic. This is how we think at Cypher Capital. Strip away the noise and theatrics. Follow the real signals. Size with discipline. Protect capital on the way up. The market was pricing 2-7%. The work was pointing to 25-30%. Trump gave it away in that final post buried between the threats. “Maybe something revolutionarily wonderful can happen. WHO KNOWS?” He knew. We spend our time bridging the gap between what the market sees and what the evidence shows. --- _Disclaimer:_ \*This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai. This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy. This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein. No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions. Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\* Source: https://cyphercapital.com/insights/how-an-april-fools-joke-turned-into-one-of-our-best-event-trades --- # AI, Crypto & Infrastructure: Where Capital Is Flowing in 2026 Published: 2026-04-01 · Author: Sumeet Surana · Category: Research > Over the past few months, we’ve seen a pattern emerge: frontier AI labs are not just innovating faster, they’re compressing entire product cycles into weeks. **Cypher Capital | Sumeet Surana | March 2026** The pace of technological change has always been uneven. In 2026, it’s becoming discontinuous. Over the past few months, we’ve seen a pattern emerge: frontier AI labs are not just innovating faster, they’re compressing entire product cycles into weeks. Anthropic’s recent release cadence suggests frontier AI labs are now shipping capabilities faster than many enterprises can operationally absorb. Across coding, legal tooling, cybersecurity, and legacy modernization, what previously took years to build is now being deployed in days. This is not incremental progress. It’s **cycle compression at scale**. --- ## **From Innovation Cycles to Shockwaves** > Innovation cycles are compressing - from years to weeks - reshaping how quickly markets reprice risk. Recent market reactions illustrate how quickly value is being repriced: - AI-native features in legal workflows triggered **double-digit drawdowns across incumbents** (Thomson Reuters, RELX, LegalZoom) - Enterprise software and cybersecurity names have seen **synchronized volatility** following major AI releases - Legacy infrastructure exposure (e.g. mainframe modernization) is being reassessed in real time Public markets are reacting faster than private markets can adjust. At the startup level, the impact is even more acute. Entire categories- ad automation, basic SaaS tooling, workflow software are seeing **feature-level disruption**, where a single model release can replicate core product functionality overnight. This has introduced a new dynamic: > **This shift is not just technological - it’s financial. Capital is already moving away from traditional SaaS models toward infrastructure, deployment layers, and AI-native services.** --- ## **The Founder Dilemma: Build or Wait?** We’re increasingly hearing a common concern from early-stage founders: > “What if a model provider ships this next week?” The cost of being early has risen. The cost of being wrong has increased. Innovation cycles have compressed to the point where: - MVP timelines are shorter - Competitive windows are narrower - Product defensibility is harder to sustain This doesn’t mean innovation is slowing—it means **the bar for durable value has shifted**. --- ## **Where the Value Is Moving** If software creation is becoming commoditized, the natural question is: **Where does value accrue next?** Historically: - SaaS captured value through scalability and distribution - Services lagged due to linear growth models As of 2025 benchmarks: - Public SaaS: ~6–8x revenue multiples - IT services: ~1–2x revenue multiples But this spread was built on one assumption: **software is scarce, services are abundant.** That assumption is breaking. > Public market multiples show a persistent gap between SaaS and services—one that may not hold in the AI era. --- ## **The Rise of AI Infrastructure & Services** In a world where AI can generate software instantly, the constraint is no longer creation—it’s **deployment**. Enterprises still operate within layers of real-world complexity: regulatory compliance across jurisdictions, integration with legacy systems (including mainframes and COBOL stacks), and increasing demands around data security, auditability, and governance. Beyond that, AI must be adapted to specific organizational workflows, with teams trained to use it effectively and systems maintained over time. These are not problems models can solve in isolation—they require **infrastructure and services layers** built around them. As a result, we are seeing early signals of capital shifting toward three key areas. #### **1. AI Infrastructure** At the foundation, a new infrastructure layer is emerging to support AI at scale. This includes model orchestration frameworks, data pipelines and retrieval systems, and privacy-preserving compute environments such as secure enclaves. Increasingly, decentralized compute is also entering the stack—marking the point where crypto begins to intersect directly with AI infrastructure. #### **2. AI-Native Services** Alongside this, a services layer is being rebuilt for the AI era. Implementation and integration are becoming critical capabilities, particularly as enterprises look to deploy AI within highly specific operational contexts. This is driving the rise of verticalized AI deployment firms across sectors such as legal, healthcare, and finance, alongside growing demand for security, compliance frameworks, and ongoing governance. In many ways, this layer becomes the bridge between AI capability and real-world adoption. #### **3. Crypto as Coordination Infrastructure** Crypto is emerging as the coordination layer for this new AI stack. As demand for compute, data, and model access continues to scale, centralized systems are beginning to face constraints around cost, control, and trust. Decentralized networks offer an alternative—enabling distributed compute, verifiable data pipelines, and incentive-aligned ecosystems that can support AI at a global scale. --- ## **Reframing the Opportunity** The narrative that “AI will kill startups” is directionally true—but incomplete. What we’re actually seeing is a structural shift in where value accrues. Horizontal SaaS is beginning to compress as core functionalities are replicated faster and more cheaply by AI. At the same time, vertical expertise is compounding—deep, domain-specific solutions are becoming more valuable as generic software becomes easier to build. Beneath this, infrastructure is being re-rated as a critical layer in enabling AI at scale, while services are evolving from a support function into a strategic advantage. > Software may still eat the world. > But increasingly, **infrastructure will power it—and services will capture the value of making it usable.** --- ## **Where We See Capital Flowing** **We are already seeing early signals of capital rotating into these categories.** **Venture allocation is increasingly favoring infrastructure and verticalized deployment over horizontal SaaS.** Looking ahead, we believe capital in 2026 will concentrate in three areas: ### **1. AI × Crypto Infrastructure** Projects enabling: - Decentralized compute marketplaces - Verifiable data pipelines - On-chain coordination for AI agents ### **2. Vertical AI Deployment Platforms** Not generic tools, but: - Industry-specific systems with embedded workflows - Deep integration into enterprise operations - High switching costs through customization ### **3. AI Services at Scale** A rebranded, revalued category: - From “IT services” → to **AI deployment platforms** - Companies that combine human expertise + AI leverage - Potential outcome: multi-billion revenue businesses with hybrid margins --- ## **Closing Thought** The last decade was defined by building software. This decade will be defined by **making AI usable, trustworthy, and integrated into real-world systems**. The builders are still important. But the orchestrators, those who deploy, integrate, and scale—will define the next wave of value creation. The gold rush is here. But this time, the winners won’t just build the tools. They’ll make them work. --- _Disclaimer:_ \*This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai. This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy. This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein. No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions. Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\* Source: https://cyphercapital.com/insights/ai-crypto-infrastructure-where-capital-is-flowing-in-2026 --- # Bitcoin vs Gold: Where is the Alpha? Published: 2026-03-11 · Author: Harsh Agarwal · Category: Research > The macroeconomic landscape entering 2026 is defined by a single, overriding theme: uncertainty. Tariff escalations, persistent inflation, stagflationary signals, and fracturing geopolitical alliances have driven… ## **Executive Summary** The macroeconomic landscape entering 2026 is defined by a single, overriding theme: uncertainty. Tariff escalations, persistent inflation, stagflationary signals, and fracturing geopolitical alliances have driven investors into hard assets at an unprecedented pace. Gold has responded exactly as its 5,000-year playbook dictates, setting 53 all-time highs in 2025, breaching $5,000/oz in January 2026, and achieving an all-time record of $5,608/oz on January 29. Bitcoin, long marketed as “digital gold,” has told a profoundly different story, peaking at $126,198 in October 2025 before correcting approximately 47% to roughly $66,000 by late February 2026. This divergence is not a statistical anomaly. It is a structural repricing that reveals the true nature of each asset class. The Bitcoin-to-gold correlation has turned negative at -0.27 in 2026, the Bitcoin-to-gold price ratio has collapsed to all-time lows of 16.68x, and capital flows have rotated decisively — gold ETFs absorbed 801 tonnes in 2025 while Bitcoin ETFs suffered $6 billion in outflows over three consecutive months entering 2026. This report examines where capital is actually flowing, dissects the mining economics underpinning each asset, and evaluates whether Bitcoin’s “digital gold” narrative retains any empirical validity or whether it has been permanently displaced by a new identity: Bitcoin as a high-beta institutional risk asset. --- ## **I. Macro Backdrop: The Return of Real Uncertainty** ## **A World in Flux** The global economy in early 2026 is operating under conditions of genuine structural uncertainty, not the manageable volatility of prior cycles. The U.S. is simultaneously pursuing an aggressive tariff policy, with temporary rates proposed to increase from 10% to 15% amid Supreme Court challenges, while the Federal Reserve navigates a stagflationary bind of slowing GDP growth coupled with rising PCE inflation. Real interest rates remain unstable, providing no clear directional signal for risk assets. Central bank behavior globally reflects this unease. The World Gold Council confirmed that official sector gold purchases totaled 863 tonnes in 2025, the fourth-largest annual figure on record, and well above the 2010–2021 average of 473 tonnes. 95% of surveyed central banks expect global gold reserves to increase further over the next 12 months, with none anticipating a decline. This is not hedging; it is a structural portfolio reallocation away from dollar-denominated assets. The de-dollarization impulse has accelerated following reports that China advised domestic banks to reduce exposure to U.S. Treasuries, directly weakening the dollar and bolstering gold’s appeal. Gold’s share in foreign currency reserves is now approaching early 1990s levels (a period with more concentrated ownership and arguably fewer incentives for gold holdings than today). **I. Where the Capital Is Flowing** The data on capital flows is unambiguous. Global gold investment demand surged 84% year-on-year to a record 2,175 tonnes in 2025. Gold-backed ETFs saw inflows of 801 tonnes (the second-strongest year on record), while bar and coin demand rose 16% to a 12-year high of 1,374 tonnes. Combined with record-breaking prices, total gold demand yielded an unprecedented value of $555 billion, up 45% year-on-year. Bitcoin’s institutional flows painted a contrasting picture. U.S. spot Bitcoin ETFs, which had reached $122 billion in total AUM by December 2025, By February 2026, the Bitcoin ETFs products had experienced approximately $6 billion in cumulative withdrawals over three consecutive months, the longest losing streak since their January 2024 launch. **II. The Correlation Breakdown: Death of “Digital Gold”?** For years, the proposition that Bitcoin functions as “digital gold” rested on assumed shared characteristics: fixed or predictable supply, independence from central bank policy, and performance during periods of uncertainty. By 2026, this thesis has been empirically falsified. The 30 day rolling correlation between Bitcoin and gold turned negative in 2026, reaching -0.27. When gold rallied 3.5% on hawkish Federal Reserve commentary, Bitcoin simultaneously fell 15%. The Bitcoin-to-gold ratio collapsed to an all-time low of 16.68x, meaning one Bitcoin now buys only 16.68 ounces of gold compared to significantly higher ratios in prior cycles. Academic research supports this structural divergence. A 2026 study examining data from January 2022 to June 2025 found that the VIX has a statistically significant negative effect on Bitcoin returns, meaning rising uncertainty weakens rather than strengthens Bitcoin’s price. The S&P 500 exerts a significant positive influence on Bitcoin, confirming that Bitcoin moves pro-cyclically with equity markets. The study explicitly rejects Bitcoin’s safe-haven classification, characterizing it as “a speculative digital asset with high sensitivity to stock market dynamics”. **III. What Bitcoin Actually Is** If Bitcoin is no longer “digital gold,” what is it? The data increasingly suggests it has evolved into a high beta institutional risk asset with stronger correlation to tech equities than to commodities. In risk-off environments, precisely when a safe haven asset should outperform Bitcoin has consistently been sold alongside other risk assets. Financial institutions currently classify Bitcoin as an aggressive growth tool, while gold remains a capital preservation instrument. ## **Reassessing the “Digital Gold” Thesis** The question of whether Bitcoin qualifies as “digital gold” demands a structured evaluation rather than binary dismissal: **The Case For:** Bitcoin shares gold’s core monetary properties fixed supply (21M hard cap vs. gold’s 1.5% annual supply growth), resistance to debasement, and portability. Its supply schedule is more predictable and verifiable than gold’s. The establishment of a U.S. Strategic Bitcoin Reserve, endowment adoption (Harvard’s $443M position), UAE sovereign Funds exposure and 3.5% of total supply held by a single corporate treasury (Strategy) suggest emerging sovereign-level recognition. Long term Sharpe (0.7 vs 0.6) and Sortino (1.0 vs 0.3) ratios exceed gold’s since 2013, and the 6% correlation between the two assets makes them complementary rather than substitutes. **The Case Against:** The empirical evidence in 2026 is damning. Bitcoin’s -0.27 correlation with gold, its positive correlation with the S&P 500, and academic research confirming that rising uncertainty _weakens_ Bitcoin all reject the safe-haven thesis. During the January 2026 geopolitical escalation, Bitcoin was sold as a risk asset while gold rallied, the opposite of what a “digital gold” narrative would predict. Gold has 5,000 years of monetary history; Bitcoin has 17. **Assessment:** The digital gold thesis is not invalidated, it is **deferred**. Bitcoin’s monetary premium is real but still emergent. It functions as digital gold in structural terms (supply mechanics, portability, censorship resistance) but not yet in behavioural terms (crisis performance, institutional reflex allocation). The current correction may represent the transition phase where Bitcoin’s identity shifts from “speculative digital gold” to “digital venture capital on monetary infrastructure”, an asset class that doesn’t yet have a historical analogue. However, the long-term risk-adjusted return picture adds nuance. Since 2013, Bitcoin has delivered annualized returns of 50.5% with 67% volatility, resulting in a Sharpe ratio of 0.7, slightly exceeding gold’s Sharpe ratio of 0.6 (10.4% returns, 14.5% volatility). On the Sortino ratio (which penalizes downside risk specifically), the gap widens significantly: Bitcoin at 1.0 versus gold at 0.3. Critically, the long-term correlation between Bitcoin and gold is only 6%, making them powerful diversifiers when combined. _Sources: WisdomTree, Interactive Brokers_ --- ## **III. Gold: The Structural Bull Market** **Supply-Demand Dynamics** The gold market in 2025 achieved a structural milestone: total demand exceeded 5,000 tonnes for the first time in recorded history, reaching 5,002 tonnes. On the supply side, mine production grew fractionally to a record 3,672 tonnes, while recycled gold contributed 1,404 tonnes (+3%), a remarkably muted recycling response given that gold prices rose 67% during the year. The demand composition reveals the structural nature of this bull market: - **Investment demand**: 2,175 tonnes (+84% YoY), driven by ETFs (801 tonnes of inflows) and bar/coin demand (1,374 tonnes, a 12-year high) - **Central banks**: 863 tonnes of net purchases, led by Poland (102 tonnes), Kazakhstan, and Brazil. - **Jewellery**: 1,638 tonnes (-19% in volume, but +18% in value to a record $172 billion). - **Technology**: 323 tonnes (-1%), stable despite disruption, supported by AI-related applications. A critical structural gap has emerged: first-half 2025 demand alone consumed 2,455 tonnes, equivalent to 67% of the entire prior year’s mine production. This demand-supply imbalance, absent a significant increase in mine output or recycling, suggests sustained price support. **Physical vs. Paper Gold: The Widening Divergence** One of the most underappreciated dynamics in the gold market is the growing divergence between physical and paper gold pricing. In 2025, coins and small bars traded at 5–10% premiums above spot prices, while large institutional bars commanded 2–3% premiums. The causes are structural: supply-chain disruptions, refinery bottlenecks, and surging demand from both retail and institutional buyers for tangible assets. The scale of the paper gold market creates systemic risk. On COMEX alone, the leverage ratio stands at approximately 109 ounces of paper gold for every ounce of physical metal. Globally, paper gold markets (futures, ETFs, derivatives) carry an estimated $200–300 trillion in notional value, compared to approximately $11 trillion for physical gold (a paper-to-physical ratio as high as 100:1). The majority of gold futures and ETFs are settled in cash rather than physical delivery, and bullion banks issue gold contracts that vastly exceed the gold they hold on deposit. Stress signals in physical gold markets became unmistakable in 2025. COMEX delivery requests surged, pushing overnight gold leasing rates to 12%, a clear signal of physical tightness that exposed the paper market’s inability to meet delivery obligations without extraordinary measures. Between December 2024 and March 2025, 25.4 million ounces ($79 billion) flooded into COMEX warehouses as tariff fears drove an arbitrage trade between London spot and COMEX futures, yet warehouse stocks have declined since April 2025 even as delivery activity remains elevated, suggesting metal is leaving the system through physical delivery rather than accumulating. ### **Basel III Reclassification: A Structural Tailwind** A regulatory shift is reinforcing gold’s institutional standing. As of July 1, 2025, allocated physical gold is classified as a Tier 1 asset under Basel III regulations in the United States, allowing banks to count physical gold at 100% of its market value toward their core capital reserves. The same treatment as cash and government bonds. Previously, gold was marked down by 50% as a Tier 3 asset, creating a disincentive for banks to hold it. The Net Stable Funding Ratio (NSFR) component adds a further dimension: it imposes an 85% Required Stable Funding factor on all precious metals holdings, making unallocated (paper) gold positions prohibitively expensive for banks to maintain, while allocated physical gold receives full Tier 1 treatment. In effect, Basel III is quietly steering the institutional system toward physical gold and away from synthetic claims indicating a structural demand driver that operates independently of price movements. The LBMA and World Gold Council are actively advocating for gold to be further reclassified as Level 1 HQLA (High-Quality Liquid Asset), citing research demonstrating that gold meets HQLA criteria on liquidity, low bid-ask spreads, and stability during financial stress. While this reclassification has not yet occurred, the advocacy itself signals the direction of regulatory travel. This divergence has direct implications for investors. A major loss of confidence in the paper gold market could trigger a “run” on physical gold, potentially causing severe dislocations. The trend of institutions shifting from paper to physical holdings amid geopolitical tensions has already widened the spread further. ### **Gold Mining Economics: Record Margins** Gold miners are experiencing the most favorable economics in the industry’s modern history. - **Average All-In Sustaining Cost (AISC)**: $1,424/oz in Q2 2025 for large-cap miners, rising modestly to $1,521/oz by year end, 6% increase. - **Average gold price in 2025**: $3,431/oz - **Current gold price (Feb 2026)**: ~$5,200/oz - **AISC margin**: Approximately 242% at current prices, the strongest year-on-year margin expansion in decades, with 2025 recording a 101% increase in margins. Individual mining operations show wide cost dispersion: Greenstone operations achieve AISC of $1,045 –$1,145/oz, while higher-cost operations in Brazil reach $2,275 – $2,375/oz. This spread means that even if gold prices were to retrace significantly, the majority of global production would remain profitable. **Gold Price Forecasts** Gold’s total market capitalization currently stands at approximately $36.1 trillion, with a single-day swing on January 29, 2026 of $5.5 trillion (the largest in history), underscoring both the asset’s massive scale and its own susceptibility to volatility at these elevated levels. --- ### **IV. Bitcoin: Institutional Maturation Meets Cyclical Correction** ### **The Post-Halving Correction** Bitcoin’s April 2024 halving reduced the block reward from 6.25 to 3.125 BTC, cutting the daily issuance rate in half. Historical precedent suggested explosive post-halving returns: +8,447% after the 2012 halving, +290% after 2016, and +559% after 2020. The 2024 cycle initially followed script, with Bitcoin reaching an all-time high of $126,198 in October 2025. However, the subsequent correction has been severe. As of late February 2026, Bitcoin trades at approximately $63,000 , down 50% from its peak. This positions the current cycle approximately 2 years post-halving, which historically corresponds to a correction or accumulation phase before the next cycle’s acceleration. ### **Institutional Adoption: A Double-Edged Sword** The institutional infrastructure surrounding Bitcoin has never been more robust: - **Spot Bitcoin ETFs**: Total AUM reached $122–134 billion by early 2026, with BlackRock’s IBIT alone holding approximately 800,000 BTC (3.8% of circulating supply) - **Corporate treasuries**: Strategy (formerly MicroStrategy) has deployed over $54 billion cumulatively since 2020, with $22.4 billion in 2025 alone and holds 717,131 BTC (3.5% of total supply) at an average cost of $66,385. Public companies collectively hold over 1.7 million BTC (8% of total supply). - **U.S. Strategic Bitcoin Reserve**: Established via executive order in March 2025, the federal government holds approximately 328,372 BTC, the largest known state holding of Bitcoin globally. The reserve is funded by forfeited Bitcoin and may be augmented through “budget-neutral” acquisition strategies, with no plans to sell. - **Endowment adoption**: Harvard Management Company increased its Bitcoin ETF position by 258% to $443 million in Q3 2025 (up from $116.7 million in Q2), making the iShares Bitcoin Trust its largest publicly disclosed equity holding larger than its positions in Microsoft, Amazon, and Nvidia combined. Harvard simultaneously doubled its gold ETF position to $235 million, reflecting a dual hard-asset hedging strategy. In Q4, Harvard trimmed Bitcoin by 21% to $265.8 million but opened a new multimillion-dollar Ethereum ETF position, deepening its crypto allocation. - **Institutional ownership**: Roughly 24.5% of Bitcoin ETF holdings are institutional, exhibiting behavior that is benchmark-driven and structurally less reactive to volatility. However, the same institutional maturation has created a new vulnerability. Bitcoin’s 400% surge from the initial ETF filings in 2023 through its late 2024 political tailwinds is now widely viewed as fully priced in. The subsequent rise to $126,000 in 2025 was characterized by Bianco Research as a “zombie rally” driven by lingering momentum rather than new capital. ETFs are absorbing mechanisms; they price narrative long before events materialize. Total crypto ETF inflows could reach $40 billion in 2026 if momentum returns, but the current three-month outflow streak with approximately 4,595 BTC exiting ETF products since January 2026 suggests that the price must find a new fundamental floor before institutional capital re-engages. **Bitcoin Mining Economics: Margin Compression** Bitcoin miners face an existential margin squeeze. According to Cambridge Bitcoin Electricity Consumption Index data, the average cost of mining one Bitcoin in the United States at the national average electricity rate of $0.14/kWh, now stands at $94,746, well above Bitcoin’s current trading price of approximately $63,000. Global average electricity costs place the production floor at $59,450 per BTC, with total net production expenses (including equipment, facilities, and overhead) at approximately $74,300. This means Bitcoin’s current price sits below the total production cost for the global average miner, placing the industry in a loss making position that historically triggers a “miner exodus” a hash rate decline as unprofitable operations shut down. **Key mining parameters:** For context, the most efficient operation a farm of 10 liquid cooled Antminer S23 Hyd units running at $0.06/kWh would consume approximately 854,400 kWh to mine one Bitcoin over 150 days, costing approximately $51,264 in electricity alone. Only miners with access to sub 6 cent electricity and next generation hardware (S23 Hyd at 9.5 J/TH efficiency) can maintain positive margins at current prices. **The Energy Transition in Bitcoin Mining** A notable counterpoint to these margin pressures is the accelerating energy transition. According to Cambridge’s CCAF, sustainable energy sources now power 52.4% of Bitcoin mining up significantly from prior years, with nuclear (9.8%) and renewables (42.6% including hydro, solar, and wind) driving the shift. Natural gas has replaced coal as the single largest energy source at 38.2%, while coal usage has plummeted to 8.9% from 36.6% just three years prior. Bitcoin’s total annual energy consumption of 173 TWh exceeds that of the entire gold mining industry (estimated at 131 TWh). However, Bitcoin’s carbon intensity per coin mined dropped to 358 kg CO₂e, down from 371 kg the prior year. Over 70 mining companies now report using more than 90% renewable energy, verified by third-party audits. --- ### **V. Comparative Framework: Gold vs. Bitcoin in 2026** ### **Adoption Trajectories: Where Each Asset Stands** --- ### **VI. Where Is the Alpha?** **Gold: Structural Bull, But Watch the Crowding** Gold’s alpha case is fundamentally sound. Central bank demand is not cyclical, it is a multi-year strategic reallocation driven by de-dollarization, fiscal sustainability concerns, and the desire to reduce counterparty risk. The 95% survey consensus expecting further reserve accumulation provides a durable demand floor. Investment demand surging 84% confirms that both institutional and retail capital is flowing in the same direction. However, risk exists precisely because the trade has become consensus. DSP’s Netra report cautions that gold ETFs are “momentum chasers” , a large increases in investment demand are seldom repeated the following year, and price volatility can convert purchases into net sales. The 29Jan, 2026 flash crash, where gold lost $3.2 trillion in market cap in 55 minutes demonstrates that even the world’s oldest safe-haven asset is vulnerable to violent de-leveraging at extreme valuations. For new allocators, this may not be the price to initiate positions; for existing holders, it is a time to consider locking in partial gains. **Bitcoin: Cyclical Opportunity, Structural Maturation** Bitcoin’s alpha case is cyclical and structural simultaneously. On the cyclical side, the current correction is consistent with post-halving patterns observed in every prior cycle. Bitcoin’s price sits approximately 50% below its all-time high, with mining economics approaching the cost floor of $59,000–$74,000, a range that has historically acted as a support zone. The “energy value” a metric based on the aggregate energy expenditure to mine Bitcoin, suggests a theoretical fair value near $121,000, implying significant mean-reversion potential. Structurally, Bitcoin’s trajectory is toward becoming a permanent fixture of institutional portfolios. With 8% of total supply held by public companies, a U.S. strategic reserve holding 328,372 BTC, and ETF infrastructure absorbing supply, the asset’s market microstructure has fundamentally changed. Each halving cycle now operates within a larger structural demand overlay that did not exist in prior epochs. The critical risk is that Bitcoin’s identity has permanently shifted. It is no longer credible as a safe-haven or inflation hedge, empirical data comprehensively rejects this narrative. Its alpha must come from growth-asset dynamics: network adoption, institutional integration, sovereign recognition, and scarcity premiums amplified by cyclical supply reductions. --- ### **VII. Portfolio Implications** The evidence supports a barbell allocation, not an either or framework: - **Gold** serves as the portfolio’s defensive anchor: proven crisis performance, universal central bank legitimacy, negative equity correlation in stress events, and a structural demand base that persists regardless of price. The optimal allocation point is on pullbacks from the current elevated levels, not on further momentum. - **Bitcoin** serves as the portfolio’s asymmetric growth exposure: superior long-term Sharpe and Sortino ratios, 6% long-term correlation to gold, and cyclical positioning near historical cost of production support levels. A recommended allocation of 5% - 10% provides meaningful upside participation while limiting drawdown impact. The WisdomTree research finding that combining Bitcoin and gold in a portfolio exploits their low 6% correlation to create a “macro risk barbell” spanning inflation, fiat debasement, and geopolitical shocks provides the most coherent framework for navigating 2026’s uncertainty landscape. The next alpha is not in choosing between gold and Bitcoin. It is in understanding that they have become fundamentally different assets serving complementary functions and allocating accordingly. --- **_Disclaimer:_** _\*This report is published by Cypher Capital (BVI) Limited, a Business Company incorporated in the British Virgin Islands. Cypher Capital (BVI) Limited is not licensed or regulated by the Central Bank of the UAE, the Securities and Commodities Authority of the UAE, or the Virtual Assets Regulatory Authority of Dubai._ _This report is provided for informational and educational purposes only and does not constitute investment advice, a recommendation to buy or sell any asset, or an offer or solicitation to invest in any fund, product, or strategy._ _This report contains forward-looking statements and third-party price forecasts subject to significant uncertainty. Third-party forecasts cited reflect the views of those institutions, not of Cypher Capital. Cypher Capital, its affiliates, and employees may hold positions in the assets discussed herein._ _No representation or warranty is made as to the accuracy or completeness of the information contained herein. Recipients should conduct their own independent analysis and consult qualified advisors before making investment decisions._ _Copyright 2026 Cypher Capital (BVI) Limited. All rights reserved.\*_ **_References_** 1. [_Gold surges on US tariff concerns and economic pressure on the Fed_](https://www.equiti.com/uae-en/news/trade-reviews/gold-surges-on-us-tariff-concerns-and-economic-pressure-on-the-fed/) 2. [_Bitcoin’s Identity Crisis in 2026: 4 Paths Forward and the …_](https://www.investing.com/analysis/bitcoins-identity-crisis-in-2026-4-paths-forward-and-the-road-to-150000-200674299) 3. [_Gold Demand Trends: Q4 and Full Year 2025_](https://www.gold.org/goldhub/research/gold-demand-trends/gold-demand-trends-full-year-2025) 4. [_Gold Price Prediction 2026: How High Can Gold Really Go?_](https://www.financemagnates.com/trending/gold-price-prediction-2026-how-high-can-gold-really-go/) 5. [_Global gold demand hits record high in 2025, WGC says_](https://www.zawya.com/en/business/commodities/global-gold-demand-hits-record-high-in-2025-wgc-says-unvv2rpy) 6. [_2025 Review and 2026 Outlook: Institutional Shifts in Digital Assets_](https://www.xbto.com/resources/2025-review-and-2026-outlook-reflections-from-philippe-bekhazi-on-digital-assets-institutional-era) 7. [_Can bitcoin serve as a reliable safe haven? Amid uncertainty and volatility_](https://journal.umy.ac.id/index.php/ai/article/view/28742) 8. [_Better together: bitcoin and gold | Traders’ Insight - Interactive Brokers_](https://www.interactivebrokers.com/campus/traders-insight/securities/macro/better-together-bitcoin-and-gold/) 9. [_Central Banks_](https://www.gold.org/goldhub/research/gold-demand-trends/gold-demand-trends-full-year-2025/central-banks) 10. [_Mine cost outlook 2026: Inflation, new supply reshape …_](https://www.spglobal.com/market-intelligence/en/news-insights/research/2026/01/mine-cost-outlook-2026-inflation-new-supply-reshape-global-mining-landscape) 11. [_Gold price predictions from J.P. Morgan Global Research_](https://www.jpmorgan.com/insights/global-research/commodities/gold-prices) 12. [_Cambridge study: sustainable energy rising in Bitcoin mining_](https://www.jbs.cam.ac.uk/2025/cambridge-study-sustainable-energy-rising-in-bitcoin-mining/) 13. [_The Gold Divide: How Paper Volatility Masks a Historic Physical Power Shift_](https://intellecto.wordpress.com/2026/02/02/the-gold-divide-how-paper-volatility-masks-a-historic-physical-power-shift/) 14. [_Basel III Gold Rules: Why Banks Now Treat Gold Like Cash_](https://cmi-gold-silver.com/tier-1-asset-status-basel-iii-changes-the-game/) 15. [_Gold and HQLA: Correcting Misleading Online Information | LBMA_](https://www.lbma.org.uk/articles/gold-and-hqla-correcting-misleading-online-information) Source: https://cyphercapital.com/insights/bitcoin-vs-gold-where-is-the-alpha --- # Everyone’s Building a Data Centre. Few Are Structuring It for Institutional Capital. Published: 2026-02-19 · Author: Arash Saidi · Category: Research > The numbers are extraordinary. Dell’Oro projects data centre capital expenditure will reach $1.7 trillion by 2030. Meta just broke ground on a $10 billion campus in Indiana. The numbers are extraordinary. [Dell’Oro projects data centre capital expenditure will reach $1.7 trillion by 2030](https://www.delloro.com/news/ai-boom-drives-data-center-capex-to-1-7-trillion-by-2030/). [Meta just broke ground on a $10 billion campus in Indiana](https://about.fb.com/news/2026/02/metas-new-data-center-lebanon-indiana-marks-milestone-ai-investment/). [Google secured approximately $32 billion in debt financing](https://www.datacenterdynamics.com/en/news/google-secures-nearly-32bn-in-debt-following-major-data-center-capex-commitment/) for its DC buildout. [Quarterly cloud revenues crossed $119 billion](https://www.srgresearch.com/articles/genai-helps-drive-quarterly-cloud-revenues-to-119-billion-as-growth-rate-jumped-yet-again-in-q4). That’s all from a one week period between 5 February 2026 and 11 February 2026! If you squint at the headlines, you would think the only skill required to participate in this market is the ability to pour concrete and plug in servers. It is not. The gap between “we are building a data centre” and “institutional capital is flowing into our data centre” is not a construction gap. It is a structuring gap. And in the UAE and broader MENA region - where sovereign capital, cheap energy and available land create a compelling surface-level pitch - that gap is wider than most operators realise. Here is what I mean. Look at how the most sophisticated capital is actually being deployed globally. [Nscale just closed a $1.4 billion GPU-backed loan](https://www.nscale.com/press-releases/nscale-signs-1-4bn-delayed-draw-term-loan) - debt secured not against land or buildings, but against the compute hardware itself. [CyrusOne partnered with Constellation Energy to anchor a 760MW campus](https://www.constellationenergy.com/newsroom/2026/02/constellation-and-cyrusone-announce-agreement-to-support-new-data-center-facility-at-freestone-energy-center-in-texas.html) next to dedicated generation capacity at the Freestone Energy Center in Texas, effectively turning power purchase agreements into infrastructure collateral. [Ares Management arranged $2.4 billion for Vantage Data Centers](https://www.datacenterdynamics.com/en/news/ares-arranges-24bn-in-funding-for-vantage-data-centers/). [Firmus secured $10 billion in financing from Blackstone and Coatue](https://firmus.co/newsroom/firmus-secures-us10-billion-financing-led-by-blackstone-and-coatue-to-scale-energy-efficient-ai-infrastructure). None of these are simple equity cheques. Each one represents a specific structuring decision about which layer of the data centre stack the capital is being deployed against, what the risk profile of that layer looks like and what kind of investor the structure is designed to attract. This is the part most MENA operators are not writing about, because most are not thinking about it with sufficient precision - and most regional investors are not yet demanding it. A data centre is not a single asset. It is at least three distinct investment layers stacked on top of each other: infrastructure (the shell, the land, the cooling systems), compute (the GPUs, the servers - depreciating equipment with a three-to-five year useful life) and energy (the power purchase agreements, the grid connections, the generation capacity). Infrastructure bankers already call these layers PropCo, ComputeCo and PowerCo - and the most significant deals of the past twelve months have been structured accordingly. Each layer has a fundamentally different risk profile, different return characteristics and attracts a different type of capital. Infrastructure is a real asset play. Pension funds understand it. Insurance companies understand it. It looks like a warehouse with better economics. Compute is equipment finance - closer to aircraft leasing than to real estate, with technology obsolescence risk baked in. Energy sits somewhere between utility-scale project finance and regulated infrastructure, depending on how the off-take is structured. When an institutional allocator looks at a data centre investment, the first question is not “how many megawatts?” It is “which layer am I buying and what is the structural protection around my capital?” A 100MW campus with a clearly separated infrastructure holdco, a compute financing vehicle and a PPA-backed energy structure is investable across three different pools of institutional capital simultaneously. The same 100MW campus structured as a single opco with everything commingled looks like a venture bet to anyone outside the founding investor’s network. I saw this play out recently with a deal that crossed my desk - a 20MW facility in Quebec with potential access to 200MW of power. The pitch was framed as an opportunity to invest in GPUs. We passed on the GPU element immediately. But the infrastructure layer - the physical facility, the power access, the jurisdictional advantages of Quebec’s energy market - that was genuinely interesting as a joint venture. Same asset. Completely different conversation depending on how the investment was structured. This is where the Gulf has both its greatest advantage and its most significant blind spot. The advantage is obvious. The UAE, Saudi Arabia and other Gulf states have three things that most data centre markets would kill for: abundant energy, available land and sovereign capital with long time horizons. [Microsoft just confirmed a Saudi Arabia data centre region for Q4 2026](https://news.microsoft.com/source/emea/2026/02/microsoft-confirms-saudi-arabia-datacenter-region-available-for-customers-to-run-cloud-workloads-from-q4-2026/). [G42 is leading a $1 billion data centre project in Vietnam](https://www.bloomberg.com/news/articles/2026-02-09/abu-dhabi-s-g42-leads-1-billion-data-center-project-in-vietnam), deploying Gulf capital into Asian infrastructure. The regional ambition is real and it is backed by serious money. But ambition and capital are necessary conditions, not sufficient ones. The blind spot is the structuring layer between the sovereign commitment and the institutional co-investment that would allow these projects to scale beyond what sovereign balance sheets alone can support. Consider what is happening elsewhere. In New York, [proposed moratoriums on data centre construction](https://techcrunch.com/2026/02/07/new-york-lawmakers-propose-a-three-year-pause-on-new-data-centers/) are being driven by energy consumption concerns. In Spain, [Merlin Properties abandoned a planned data centre campus in Andalusia](https://www.datacenterdynamics.com/en/news/merlin-renounces-building-data-centers-in-andalusia-due-to-lack-of-guaranteed-electrical-power/) because guaranteed power supply could not be secured. Across Europe, grid constraints are becoming the primary bottleneck for new capacity. For the Gulf, these constraints elsewhere are a structural tailwind. But only if the investment vehicles are built in a way that institutional allocators outside the sovereign wealth ecosystem can actually deploy into. That means governance frameworks that meet OECD standards. It means audited SPV structures with clear waterfall provisions. It means separating the infrastructure, compute and energy layers so that each can be financed by the type of capital best suited to its risk profile. And for the compute layer specifically, it means accounting for U.S. export control frameworks that constrain advanced AI chip supply to the region - a risk that any serious institutional investor will price in before committing capital. The operators who are getting this right globally are not the ones with the biggest campuses. They are the ones whose financing structures look familiar to an institutional allocator’s investment committee. [Equinix is forecasting 10-11% revenue growth](https://www.prnewswire.com/news-releases/equinix-provides-robust-2026-outlook-driven-by-strong-fourth-quarter-results-and-accelerating-business-momentum-302685488.html) not solely because of its operational footprint and interconnection density, but because its financial architecture - REITs, predictable revenue models, transparent reporting - fits cleanly into how institutional portfolios are constructed. Meanwhile, some of the most interesting structural innovation is happening at the margins. [Anthropic recently agreed to cover the electricity costs of grid upgrades](https://www.anthropic.com/news/covering-electricity-price-increases) needed for its data centre buildout - essentially subsidising public infrastructure to unlock private capacity. [Google is backing TeraWulf’s pivot from Bitcoin mining to AI data centres](https://finance.yahoo.com/news/google-backs-terawulf-shift-bitcoin-031835960.html), repurposing stranded energy assets. [NVIDIA invested $2 billion directly in CoreWeave](https://nvidianews.nvidia.com/news/nvidia-coreweave-ai-factories), signalling that even hardware manufacturers now see the compute layer as a distinct asset class worth backing separately. These are not just operational decisions. They are structuring decisions about how to make data centre investments attractive to specific types of capital. The MENA region has every ingredient to become a global data centre hub. Power. Land. Capital. Strategic geography between European and Asian markets. What it does not yet have, in most cases, is the structuring sophistication to make these assets investable beyond the sovereign and family office capital that has funded the first wave. There is also a compounding cost to late entry that goes beyond market pricing. At every layer, the operators who structure the vehicle capture a premium - the PropCo margin, the ComputeCo financing spread, the PowerCo off-take terms. Investors who arrive after the structure is built pay those premiums cumulatively. I intend to explore this in a future piece, but the short version is straightforward: in this market, the structurer sets the terms and the late capital pays the freight. The next phase of value creation in AI data centres will not be won by whoever builds the biggest facility. It will be won by whoever structures the most investable one. **Arash Saidi**_ is General Partner and Chief Legal Officer at Storm Group and Cypher Capital. _ Source: https://cyphercapital.com/insights/everyones-building-a-data-centre-few-are-structuring-it-for-institutional-capital ---