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Our Zcash report is now unlocked to the public. Zcash sits at the intersection of expanding financial surveillance and growing demand for private money. The thesis is more relevant now than ever. Read the full report here. delphi.link/Zcash
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Can the same computation secure a blockchain and power AI models? Pearl is a Proof-of-Useful-Work blockchain designed to let miners perform AI inference and compete for blocks using the same computation. The goal is to create two complementary revenue streams: block rewards help subsidize inference, while customer payments help cover the underlying cost of mining. Pearl uses matrix multiplication as its mining primitive, which is also a core operation in AI inference. When a miner processes a compatible inference request, the same calculations can generate mining attempts while producing an output that serves a customer. But miners can also perform arbitrary matrix multiplications solely to compete for block rewards. The protocol verifies that the prescribed computation was performed correctly, not whether the matrices originated from a real inference request. The economic incentive is straightforward. Miners performing real inference can earn customer fees and mining rewards from the same underlying work, potentially improving their economics relative to miners performing synthetic calculations alone. The remaining challenge is converting that incentive into realized utility: how much of the network's total computation is actually serving external demand rather than being performed solely to earn block rewards?
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Can the same computation secure a blockchain and power AI models? Pearl is a Proof-of-Useful-Work blockchain designed to let miners perform AI inference and compete for blocks using the same computation. The goal is to create two complementary revenue streams: block rewards help subsidize inference, while customer payments help cover the underlying cost of mining. Pearl uses matrix multiplication as its mining primitive, which is also a core operation in AI inference. When a miner processes a compatible inference request, the same calculations can generate mining attempts while producing an output that serves a customer. But miners can also perform arbitrary matrix multiplications solely to compete for block rewards. The protocol verifies that the prescribed computation was performed correctly, not whether the matrices originated from a real inference request. The economic incentive is straightforward. Miners performing real inference can earn customer fees and mining rewards from the same underlying work, potentially improving their economics relative to miners performing synthetic calculations alone. The remaining challenge is converting that incentive into realized utility: how much of the network's total computation is actually serving external demand rather than being performed solely to earn block rewards?
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Yan explains why the incentives that fuel crypto social apps can make them hard to sustain. “There’s always a very high monetary component to it, which is both a feature and a bug.”
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Hyperliquid recently crossed $7B in TVL for the first time. The exchange has been seeing substantial activity with about $220B in perp volume and nearly $60M in protocol revenue over the past month. TradeXYZ’s HIP-3 markets alone accounted for nearly a quarter of Hyperliquid’s perp volume over that period.
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Randomized draws could become a new model for onchain asset distribution. FWA turns the idea into a market. NFT holders deposit assets with ETH backing, and buyers pay to draw from the pool. After a pull, buyers can keep the NFT or take cash against its backing. FWAIR applies the same format to launches. A collection goes live only after every piece is backed. Buyers receive a random NFT instead of competing in a first-come mint, and each piece comes with a funded cash-out option. FWA’s main pool reveals the challenge in sustaining this model. Every listing earns the same base share of pull fees. Cheap NFTs can generate high returns on little backing even though they are drawn more often. Depositors have a reason to add prizes buyers are unlikely to keep. V2 introduces custom pools, but only their owners can supply them. Independent depositors still have to use the uncurated main pool. A curated pool open to outside depositors would give buyers a clearer sense of what they might draw and give depositors a place to supply assets under clear standards. As FWA adds support for other asset types, that structure could take randomized distribution beyond NFTs.
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The next wave of tokenized stocks could come from TradFi incumbents themselves. DTC sits at the center of U.S. securities custody and settlement and is developing a service that would let approved institutions tokenize positions already held there. Those tokens could later be converted back into traditional holdings when needed. Because those securities are already in DTC’s system, institutions could use existing positions for onchain settlement, collateral, and lending. That creates a path for much larger balances to move onchain through infrastructure the market already relies on. DTC’s tokens would stay within registered wallets, but its inventory could still matter for open markets. Public chain issuers could eventually use those shares to create and redeem their own tokens, giving onchain trading and lending a much larger stock inventory to draw from.
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Year One.
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Elysium could become Hyperliquid’s next growth engine. Hyperliquid dominates perp trading, but high gas costs and limited throughput have held back token launches and spot activity on HyperEVM. Kinetiq’s Elysium is designed for faster execution and direct connectivity to HyperCore. A token can launch and build liquidity on Elysium before pursuing a HyperCore spot market and HIP-3 perp. Lower execution costs could make it easier for prop AMMs to support early trading. Once a liquid perp exists, they can hedge their spot exposure on Hyperliquid. If projects launch there and their tokens keep trading, more of that activity could reach Hypercore. That’s the growth case Elysium has to prove.
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Tokenized equities need a more reliable way to move shares onchain. A stock may trade easily in traditional markets while its token is hard to buy in size. Market makers can quote more confidently when they know how to replace the tokens they sell. Alpaca’s Instant Tokenization Network lets approved participants create issuer tokens from shares they already hold at Alpaca. The share transfer happens between Alpaca accounts on its own ledger, so the conversion does not require another stock settlement cycle. Alpaca already serves several major issuers and holds the shares backing 96% of wrapper token value. A market maker can redeem one supported token into shares and use those shares to create another issuer’s version. Alpaca connects those separate token markets to the shares behind them.
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Yan explains why he sets exit levels before emotions take over. “You’re reassessing your sell levels because you’re dopamined up with the gains and thinking it’ll just go higher.”
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Derive holds the top three ETH and top two SOL spots on the Delphi options dashboard. The three ETH contracts did ~$200M in 24h notional, roughly 11% of tracked ETH options volume. All are Sept. 24 calls at $2,850, $3,000 and $3,100. On SOL, Derive’s December $150 and $300 calls did another ~$3.45M, roughly 12% of tracked SOL options volume.
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Which launchpad is built to win the next memecoin cycle? PONS has a clear revenue model: it shares trading fees with creators and uses part of its share to buy and burn PONS. That model generated $21M in revenue so far in September. But the next cycle will depend on where breakout tokens launch and keep trading. Several of Robinhood Chain’s strongest runners have come from LONG. LONG has no platform token of its own. Each memecoin it launches is paired with a Robinhood Stock Token. In community mode most buy fees go into a permanent vault holding the paired asset. A breakout can therefore build a lasting stock-linked balance in its community vault. LONG has already launched breakout tokens. Now it needs to keep buyers in their paired pools after the initial surge. Sustained demand would grow the community vaults and strengthen its case against PONS.
Memecoins have a mission again. Meme-stocks are the new frontier in an otherwise played-out memecoin meta, turning holders into voters. A Fartcoin-sized BONER with a community LP and delegated HIMS would control ~7% of HIMS votes at the peak and ~8% today.
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Own the Meme, Vote the Stock

PONS has been the revenue story and blue-chip token on Robinhood Chain so far. LONG has AI, BONER, and the most successful runners. PONS peaked at a $691M market cap on Sep 5. However, LONG may be

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