Diamond iO Update We are excited to share that we have introduced several new optimization techniques for Diamond iO, implemented the full end-to-end pipeline with realistic lattice parameters, and produced concrete performance estimates. Latest paper: Latest implementation: Last year’s initial Diamond iO implementation deliberately left out one crucial component: FHE evaluation over BGG+ encodings. The reason was simple: the noise growth was too large to support realistic lattice parameters. This component is not specific to Diamond iO. FHE evaluation over BGG+ encodings has been used as a theoretical building block in advanced lattice-based cryptography for more than a decade, but there has been very little work on making it actually implementable. In the latest update, we make this component concrete. We introduce several techniques that substantially reduce noise growth, including native lookup-table evaluation, constant-depth arithmetic circuits, and specialized noise refreshing. The new implementation also runs all major lattice operations on GPUs. Together, these optimizations allow us to instantiate the full Diamond iO pipeline with realistic lattice parameters: a modulus size of at most 1540 bits and lattice dimension 2^{16}, comparable to large parameter sets used in CKKS-style FHE implementations. The total running time is still far beyond practical use, but we can now estimate the end-to-end cost rather than leaving a major component abstract. What improves? Our estimates suggest that Diamond iO reduces the overhead of the main bottleneck in most modern iO schemes: the transformation from functional encryption (FE) to iO. Compared with prior FE-to-iO transformations, Diamond iO reduces this overhead by at least a factor of 2^118, making the transformation almost as efficient as the underlying FE scheme itself. In other words, Diamond iO appears to largely remove the FE-to-iO transformation as the dominant cost. What remains? Diamond iO is still very far from practical. Once the FE-to-iO overhead is reduced, the bottleneck shifts to the final FE decryption step, which requires FHE evaluation over BGG+ encodings. Our current estimate is that this step would still take about 10^36 hours. As explained in Vitalik’s recent post, much of the inefficiency in modern iO comes from the need to stack a complicated tower of cryptographic primitives: FHE × ABE × GC × XiO × ... Diamond iO significantly simplifies this picture: the construction is essentially simple matrix operations plus an FHE × ABE layer, where the ABE component is essentially BGG+ encodings. In our view, this gives a much clearer roadmap toward practical iO: further simplify the remaining FHE × ABE layer, and the gap to practicality could shrink dramatically.

🎤 The Weeknd: After Hours Til Dawn Tour – for Singapore & Hong Kong! Don’t miss the multi-platinum, 7x Diamond-certified artist who reshaped R&B and pop, making him one of the most compelling and significant artists of the 21st century and the first artist to have 31 songs each with over a billion streams. The Asia run marks the final leg of his After Hours Til Dawn Tour, the best-selling tour by a solo male artist in history, which pairs groundbreaking production with an electrifying setlist. 🎫 Presale (UTC+8) Hong Kong: May 20, 10:00 AM Singapore: May 20, 12:00 PM 📍 Singapore | Oct 2 & 3, 2026 | Singapore National Stadium 📍 Hong Kong | Oct 30 & 31, 2026 | Kai Tak Stadium Click to secure your spots!

$SPCX ascending triangle as bull flag on this hourly chart..... like I said, it dropped out of this diamond formation as expected with lower low.... and then it reversed back up yesterday..... now we have a higher high from today, which, technically, means that it has successfully reversed the bearish technical consolidation pattern..... 171-172 still in place as first PT...... I tend to think it has a chance to reclaim 230-240 by end of year or early Jan......

Day four of the practice run. 474 died in 24 hours, the worst day yet. 9,414 remain and the floor rises to 40x today. Diamond hands hold the top three desks. TRADOOOR #1378# leads at $1.45M, up 1,349%. Momentum apes fill 261 of the 586 graves.

The first ecosystem-and-parameter-based ETF is now live on Diamond: Robinhood Accumulation ETF! The thesis: this ETF ranks tokens throughout the entirety of the Robinhood Chain ecosystem by net flow: 24h volume weighted by buys minus sells so it holds what is being bought rather than what is changing hands. The rules that dictate this ETF: each epoch (24 hours), the system pulls the top pools by volume with tokenized stocks excluded by contract addresses using Robinhood's registry, fetches buy/sell counts per token and keeps those with positive net flows. Weight follows pool depth so the ETF's own rebalancing moves prices less. The cadence: rebuilds and rebalances autonomously at 16:00 UTC daily with a 45-minute randomized delay. Drift checks at 04:00, 10:00 and 22:00. Safety rails included in this ETF: 1. Live liquidity checks—stops the system from buying a token that it cannot sell. 2. Delivery confirmation— the system will not pay for tokens that do not, and cannot, arrive. 3. Denylist permanence— no token is bought or rebought after being flagged for malicious behavior by the system. 4. Exit collapses— the system will not hold a token indefinitely due to stale information. Only fires on a confident reading, never a failed lookup. 5. 3% drift bands— paying spread to correct noise. 6. 2% of pool depth per position— the system will never enter a position where it's too large to leave. 7. Proper slippage enforcement— no bleeding on tokens within the ETF immediately. Autonomously rebuilt daily by Diamond's system. Deposits are open at:

The first group of ETFs that span ecosystem parameters drop today on Diamond! ETFs releasing today on the Diamond platform that can be deposited into: 1. Robinhood's Volume ETF— this ETF tracks the top traded tokens on Robinhood with a 24-hour epoch rebuilding period and a 6-hour drift cadence check. 2. Robinhood's Accumulation ETF— this ETF tracks the most accumulated tokens on Robinhood with a 24-hour epoch rebuilding period and a 6-hour drift cadence check. 3. Robinhood's Conviction ETF— this ETF tracks the tokens with the most conviction buys on Robinhood with a 24-hour epoch rebuilding period and a 6-hour drift cadence check. Note: the images attached are without the filters in place for these ETFs including scam pre-checks, exclusion of assets that are not pertinent to the basket such as tokenized stocks in some cases, and safeguards.

Three years and seven months ago, we could only send AI 50 messages every 4 hours to GPT-4. GPT-4 had a token cap of 8k/32K. Astra has 1M. GPT-4 scored a 39% on GPQA Diamond. Astra scored 96%. Sometimes I take for granted how far it's all come.

🪶 Robinhood Daily Recap what happened on Robinhood last 24 hours News ■ @RobinhoodCrypto Stock Tokens crossed $3B in DEX volume in 63 days. ■ Robinhood added bigger stock rewards for users who bring friends into their investing circle. ■ @Uniswap processed another $2B in Robinhood Stock Token volume in the last 2 weeks, pushing the all-time total past $3B. ■ @okx listed $CASHCAT perpetual futures. ■ @rainbetcom added ETH deposits through Robinhood Chain. Stats ■ @ponsdotfamily passed $5B total volume, with $400M volume in one day and 63%+ of Robinhood launchpad volume. ■ @ArtificiallyInu now holds over $2.6M of NVDA in its pool and community vault, up $1M in 5 days. ■ @Lighter_xyz integrators crossed $10B cumulative perp volume through the Partner Attribution program. ■ @rialto_xyz crossed $100M in spot volume. ■ @EARNONHOOD crossed $200K TVL as tokenized-stock liquidity vaults keep growing. ■ @MeshGateway crossed 11K onchain settlements, with x402 payments live on Robinhood in USDG. Ecosystem ■ @legsdotfun is coming to Robinhood with multi-leg prediction markets. ■ @pools_dot_fun updated fees to 90% for deployers, added holder fee sharing, and opened launch pairs with 194 Robinhood Stock Tokens ■ @DenarMarkets is engineering sdUSD with two income sources for users who opt in. ■ @TheIndexFi completed the @SBSecurity_ audit for Baskets, its Uniswap v4 tokenized basket product. ■ @Hookrfun got Uniswap routing approval for custom hooks built with Anti-Snipe, Surge Fees, Auto Burn, LP Rewards, and Nth-Buy Pot. ■ @canopyfinance and @v4dotfun added stock-paired launches with NVDA, AAPL, TSLA, SPCX, GME, and more. ■ @longbowlend crossed $300K TVL after moving from $100K in 36 hours. ■ @prismassets added new tokenized assets including nickel, cobalt, diamond, platinum, and a strategic metals basket. ■ @stockmonrh showed Stockmon as portfolio-holding NFTs, with assets held inside each Mon. ■ @notawebsite_rh is moving its platform identity to PageMarkets for tokenized websites and ad-slot markets. Agents ■ @PSA_Fund shared its AI trading agent profit-share model. ■ @ProjectVEXai upgraded CHRONOS with rebuilt market research tools, live boards, and stronger trading safeguards. ■ @KarmaWallet gave a first look at Karma AI for portfolio context, trade analysis, and simulations. ■ @useAgentOS integrated @AskSurplus as an LLM provider, with open inference routing and Robinhood Chain stock-data skills. Markets ■ @QuotientHQ added Ask Q for portfolio questions, signals, and equity or commodity reasoning. ■ @ClutchMarkets was highlighted by @UniswapBuilders for onchain options trading powered by Uniswap v4. ■ @uponrh opened RWA vaults so UP voters can earn weekly revenue share through onchain RWAs. ■ @FundedProtocol finished week 1 of TheNews, with users and revenue growing for its prediction-market prop firm. ■ @ChumpCoinX went live on Biconomy, adding another exchange market for CHUMP. ■ @goodcoinrh opened a $150 community giveaway for GOOD holders and creators.

The new meta is holder rewards, and we need to thank @LaunchOnSF for starting it. Now @Pumpfun has rolled out the same model. Trading fees go to a distribution wallet and get paid out to holders several times an hour, in the quote asset. → Hold over $20 of the coin and you're in → Cashback mode is discontinued for new launches → Existing tokens can apply to switch, but it's one way Diamond hands finally get paid for the effort.

NEVER sell Bitcoin! @Strategy built their identity on one thing. now there's a $5B sale sitting in everyone's timeline. this isn't really about the money. It's about what happens to a brand when the one thing it stood for gets questioned publicly. Diamond hands only works until the hands open once. after that every move gets read differently. every #Bitcoin# buy they announce from here comes with a new question attached, are they actually bullish or just trying to fix the last headline? that's the real cost here, not the $5B but the doubt that follows everything after it. Two ways this goes from here: they get ahead of it fast and make the sale look like a decision, or they go quiet and let the internet write the story for them. the internet always picks the worst version. we are not watching the sale. we are watching what they say in the next 72 hours because that tells you everything about whether conviction was real or just good marketing. #Saylor#