math person | founder @nuconstruct

Joined February 2022
Proud to share one of our most important research projects to date! We have discovered that the lack of proper commitment mechanisms makes PBS fundamentally incentive incompatible as a vehicle for Ethereum transactions. // thread
New post on EthResear.ch! Builders' Defection and Incentive Compatibility By: - @nuconstruct πŸ”— ethresear.ch/t/25400 Highlights: - PBS creates an imperfect-commitment problem: builders observe all bids and full payloads, and nothing cryptographically forces them to honor the auction outcome rather than replicate/profit from bundles. - In a repeated-game model, honesty is incentive-compatible only if the one-shot defection gain (Ξ”) is smaller than the expected discounted loss from being caught: Ξ” ≀ p * (Ξ΄/(1βˆ’Ξ΄)) * Ο€_h; low detection probability p or low patience Ξ΄ makes defection rational. - Empirically (libmev panel, Sep 2024–Aug 2025), replication-style defection is likely hard to detect on-chain, implying low p (plausibly 0.01–0.1), under which incentive compatibility fails for every major non-TEE builder unless the builder is extremely forward-looking. - The potential economic scale is large: the paper estimates roughly $26M/year of counterfactual defection surplus available to non-TEE builders in the panel, and ~$49M total exposure when including BuilderNet’s TEE-neutralized share. - Therefore commitment must be restored architecturally, not reputationally: prevent builders from learning usable bid/payload details (e.g., TEEs like BuilderNet, commitment-based settlement designs, or cryptographic approaches such as threshold-encrypted mempools / commit-reveal / ZK), while noting ePBS (EIP-7732) and FOCIL (EIP-7805) don’t address this replication/confidentiality channel. ELI5: Ethereum blocks are often built by a β€œbuilder” who gets to see everyone’s secret trading plans (bids + transaction bundles) before deciding what goes in the next block. Even if the builder runs an auction and promises to include the winning bundle, it can secretly copy the best bundle for itself and keep the profit. The paper asks: can we rely on the builder’s reputation (fear of losing future business) to stop this? The answer is usually no, because copying is hard to detect and the one-time profit can be big. So the fix should be technical: design the system so the builder can’t reuse what it sees (using TEEs or cryptography), instead of hoping it behaves.
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New post on EthResear.ch! Second Thoughts: How 1-second subslots transform CEX-DEX Arbitrage on Ethereum By: - nuconstruct - AnteroE πŸ”— ethresear.ch/t/23923 Highlights: - Reducing Ethereum's slot time from 12 seconds to 1 second increases CEX-DEX arbitrage transactions by 535% and trading volume by 203%. - The increase in transactions is driven by two main factors: improved composability (371% increase) and reduced execution risk (164% increase). - Faster execution reduces the variance of trade outcomes, making arbitrage opportunities more appealing and increasing risk-adjusted returns. - The study models the decision-making process of arbitrageurs under execution uncertainty, revealing that many profitable opportunities are missed due to current confirmation times. - Results are consistent across different risk preferences and probabilities of successful trades, indicating robustness in the findings. ELI5: This research looks at how making Ethereum transactions faster (from 12 seconds to 1 second) affects trading between centralized exchanges (like Binance) and decentralized exchanges (like Uniswap). It finds that faster transactions lead to a lot more trading activity because traders feel more confident about completing their trades.
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2025 saw the rise of verifiable machines. This year marked key milestones in establishing Automata as the machine trust layer for provable execution across different Web3 verticals. Looking back at our top highlights ↓
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institutes vs retail in a nutshell
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From Sen Valitov - @0x3face, Co-Founder of @nuconstruct : The centralization hydra. Cut one head, two grow. πŸβœ‚οΈπŸπŸ And he has unique data.
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1// We're proud to announce TOOL Testnet launch!
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Excited to share this long-awaited episode! We started with the evolution of MEV over the years, expanded on TOOL and how it effectively brings 1 second block times to Ethereum, while removing existing centralization vectors. But most importantly, discussed what makes Ethereum so great and what can be improved. Give it a listen, I think it was the best episode I've had so far :)
Ethereum Is All You Need In this episode of Deeply Intents (πŸŽ™οΈ, 🎧), I chat with 0xprincess @0x9212ce55 [mev extractor πŸ¦„ and founder of @nuconstruct]. If you enjoy MEV discourse, want the alpha on TOOL and 🀍 Ethereum, you'll vibe with this episode. πŸ‘ΈπŸΌ 0xprincess slayed the recording. It just hits different. Links below. [sponsored by @anoma] In this episode we discuss: - MEV - TOOL - ePBS - EIP process - Ethereum - Pseudo-anon game Timestamps 0:00 - @nuconstruct origins 3:14 - DEX to DEX arbitrage 4:15 - Into the dark forest 8:30 - MEV competition today 13:28 - Liquidity network effects 19:42 - Trustless Orderflow Operations Layer (TOOL) 23:06 - Leader based consensus 29:06 - Open auction for orderflow 30:55 - Early confirmations and 1s block times 36:00 - Trust Domain Extensions (TDX) 43:09 - Validator adoption of TOOL 47:30 - Fundraising 53:08 - Product mindset 57:28 - EIP-7732: ePBS 1:03:58 - Improving the EIP process 1:07:08 - Product discovery 1:16:34 - EIP Process is well polished 1:18:03 - Ethereum ossification risks 1:22:50 - Ethereum has credibility 1:29:24 - Price is not correlated with tech 1:33:00 - Anon and pseudo-anon culture 1:40:34 - The TOOL is live! (testnet)
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1// Excited to announce our Seed round!
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// thread Introducing TOOL: Trustless Orderflow Operations Layer Making Ethereum 12x faster with 1-second execution confirmations. No protocol changes. No L2s. Launching MVP in Q1 2025 with support from industry leaders.
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take it or leave it
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struggling with fine tuning MEV system? Try fixing front facia gaps on a 25 yo viper
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Name: π€πƒπŸ π„π±π­π«π’π§π¬π’πœ 𝐁𝐚𝐫𝐫𝐒𝐞𝐫 Rarity score: 67.73% TokenID: 126
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Visit official UI or testnet collection page to see some nice moving pictoors testnets.opensea.io/assets/0…
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