# ![@soubhik_deb Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1515811501.png) @soubhik_deb Soubhik Deb

Soubhik Deb posts on X about ai, crypto, in the, eigen the most. They currently have [-----] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/twitter::1515811501/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1515811501/c:line/m:interactions.svg)

- [--] Week [-------] +0.42%
- [--] Month [-------] +921%
- [--] Months [-------] +2,039%
- [--] Year [-------] +409%

### Mentions: [--] [#](/creator/twitter::1515811501/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1515811501/c:line/m:posts_active.svg)

- [--] Month [--] +580%
- [--] Months [--] +1,350%
- [--] Year [--] +100%

### Followers: [-----] [#](/creator/twitter::1515811501/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1515811501/c:line/m:followers.svg)

- [--] Week [-----] +0.66%
- [--] Month [-----] +1.90%
- [--] Months [-----] +26%
- [--] Year [-----] +31%

### CreatorRank: [-------] [#](/creator/twitter::1515811501/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1515811501/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  17.86% [cryptocurrencies](/list/cryptocurrencies)  #806 [technology brands](/list/technology-brands)  7.14% [stocks](/list/stocks)  5.36% [social networks](/list/social-networks)  3.57% [exchanges](/list/exchanges)  3.57% [countries](/list/countries)  1.79% [currencies](/list/currencies)  0.89% [celebrities](/list/celebrities)  0.89% [automotive brands](/list/automotive-brands)  0.89%

**Social topic influence**
[ai](/topic/ai) 14.29%, [crypto](/topic/crypto) #347, [in the](/topic/in-the) 9.82%, [eigen](/topic/eigen) 7.14%, [trust](/topic/trust) 7.14%, [ethereum](/topic/ethereum) #1926, [agentic](/topic/agentic) 6.25%, [onchain](/topic/onchain) 6.25%, [systems](/topic/systems) 5.36%, [blockchain](/topic/blockchain) #1319

**Top accounts mentioned or mentioned by**
[@eigencloud](/creator/undefined) [@patrickogrady](/creator/undefined) [@bchou](/creator/undefined) [@sreeramkannan](/creator/undefined) [@eigenda](/creator/undefined) [@commonwarexyz](/creator/undefined) [@soubhikdeb](/creator/undefined) [@solana](/creator/undefined) [@succinctlabs](/creator/undefined) [@ai16zdao](/creator/undefined) [@dabit3](/creator/undefined) [@coinbase](/creator/undefined) [@espressosys](/creator/undefined) [@anchorage](/creator/undefined) [@etherfi](/creator/undefined) [@kartik1507](/creator/undefined) [@commonwarexyzs](/creator/undefined) [@thewattenhofer](/creator/undefined) [@discokobi](/creator/undefined) [@qkniep](/creator/undefined)

**Top assets mentioned**
[Ethereum (ETH)](/topic/ethereum) [Solana (SOL)](/topic/solana) [Bitcoin (BTC)](/topic/bitcoin) [Coinbase Global Inc. (COIN)](/topic/coinbase) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [Spotify Technology (SPOT)](/topic/$spot) [Cardano (ADA)](/topic/cardano)
### Top Social Posts
Top posts by engagements in the last [--] hours

"adding another news to this awesome list ELIP-002: Slashing https://x.com/eigenlayer/status/1867362734721102247 So many amazing news today in the Eigen World - only federally approved bank @Anchorage enables ETH restaking 🏦 - @eigenfoundation donates 1% of EIGEN to @ProtocolGuild 🎗 - @ether_fi surpasses stETH supply on Aave 🤯 - @ElectricCapital reports EigenLayer has the biggest https://x.com/eigenlayer/status/1867362734721102247 So many amazing news today in the Eigen World - only federally approved bank @Anchorage enables ETH restaking 🏦 - @eigenfoundation donates 1% of EIGEN to"  
[X Link](https://x.com/soubhik_deb/status/1867373718470898166)  2024-12-13T00:59Z [----] followers, [---] engagements


"woah @eigencloud has the fastest growing ecosystem in terms of overall developers grateful to all the relentless innovators and pathfinders building AVSs on @eigencloud. is it true that encountering unprecedented architectural and engineering challenges will be the norm for building AVSs definitely yes. yet you builders forged ahead undeterred 💪. your perseverance and ingenuity is what will make it possible to realize an open verifiable digital commons. Who grew the fastest by total devs Total devs reflect new developer and hackathon participant interest. Top [--] fastest growing ecosystems by"  
[X Link](https://x.com/soubhik_deb/status/1867376310810817013)  2024-12-13T01:09Z [----] followers, [---] engagements


"Most of CT treats consensus protocols as boring and impenetrable. Thats a mistake. Under the hood theres an intense race to design faster higher-throughput and adversary-resilient consensus protocols. This work directly determines retail UX and explains why Ethereum Solana and other L1s obsess over consensus. For Episode [--] of TheCoordinate I sat down with Kartik Nayak (@kartik1507) one of the worlds leading consensus researchers to pull consensus out of the black box and build a first-principles mental model: how consensus actually works how it evolved over [--] years how todays sprawling"  
[X Link](https://x.com/soubhik_deb/status/2017284430856143345)  2026-01-30T17:11Z [----] followers, 76.7K engagements


"Spotify: https://open.spotify.com/episode/0eXaMlHxGYUkYalR2EHGmOsi=8vm5CFSaQka2r9m0uhKe1Q https://open.spotify.com/episode/0eXaMlHxGYUkYalR2EHGmOsi=8vm5CFSaQka2r9m0uhKe1Q"  
[X Link](https://x.com/soubhik_deb/status/2021990445061222793)  2026-02-12T16:51Z [----] followers, [---] engagements


"AI makes intelligence digital. Crypto makes institutions digital. And if intelligence is becoming software its going to need institutions that are software too. That intersection is where Ive been spending most of my time trying to understand in the details how these systems actually work: how consensus holds up how markets are designed how governance behaves under pressure where privacy fits and what tradeoffs all of it forces. But most conversation in the ecosystem stays at the level of narratives. The mechanism stays implicit. And if were serious about building institutions for digital"  
[X Link](https://x.com/soubhik_deb/status/2016622948116025404)  2026-01-28T21:22Z [----] followers, 11.4K engagements


"this one is for those who are interested to know how the consensus protocols have evolved from PBFT (1999) to Hotstuff-2 (2023) and what were the iterative improvements on top of each other. .giving rise to a lineage of PBFT family of protocols. Most of CT treats consensus protocols as boring and impenetrable. Thats a mistake. Under the hood theres an intense race to design faster higher-throughput and adversary-resilient consensus protocols. This work directly determines retail UX and explains why Ethereum https://t.co/mZS6Zo0P27 Most of CT treats consensus protocols as boring and"  
[X Link](https://x.com/soubhik_deb/status/2018366980466839784)  2026-02-02T16:52Z [----] followers, [----] engagements


"I was reading @krishnanrohit and @alexolegimas's 3-part series of substack articles on agentic economy. Excellent read and will recommend everyone to read. I think a much more realistic simulation of agentic economies will have much more nuances. Some thoughts here for each article. ============== Part 1: Seeing like an agent (a) The result that GTM agents accumulate political capital may say as much about the chosen mechanism as about agents. An internal bidding market rewards what is easily articulated and immediately measurable. A better test would introduce an organizational"  
[X Link](https://x.com/soubhik_deb/status/2018760396157686174)  2026-02-03T18:55Z [----] followers, [----] engagements


"Realized I forgot to tag the articles that I am referring to in the tweet. Here is it is for those who are interested: https://open.substack.com/pub/strangeloopcanon/p/the-tragedy-of-the-agentic-commonsr=30vr2e&utm_medium=ios&shareImageVariant=overlay https://open.substack.com/pub/strangeloopcanon/p/will-money-still-exist-in-the-agenticr=30vr2e&utm_medium=ios&shareImageVariant=overlay https://open.substack.com/pub/strangeloopcanon/p/seeing-like-an-agentr=30vr2e&utm_medium=ios&shareImageVariant=overlay"  
[X Link](https://x.com/soubhik_deb/status/2018922720755606011)  2026-02-04T05:41Z [----] followers, [---] engagements


""What if we didn't impose any logical hierarchy and just gave people what they want" @_patrickogrady and @B_Chou breaks down how with @commonwarexyz's anti-framework approach you can launch faster but the real question is: then what We go deep into what it actually takes to build modular consensus primitives from scratch their new consensus protocol Minimmit their upcoming offering of Exoware and more. Full episode dropping soon on TheCoordinate Podcast. Stay tuned 🎧"  
[X Link](https://x.com/soubhik_deb/status/2019159633022317043)  2026-02-04T21:22Z [----] followers, 10.4K engagements


"@_patrickogrady @B_Chou @commonwarexyz YT: https://www.youtube.com/watchv=VfdNbCUW0tY https://www.youtube.com/watchv=VfdNbCUW0tY"  
[X Link](https://x.com/soubhik_deb/status/2019511678644416962)  2026-02-05T20:41Z [----] followers, [---] engagements


"@_patrickogrady @B_Chou @commonwarexyz Substack: https://open.substack.com/pub/thecoordinate/p/episode-002-deep-talk-on-blockchainutm_campaign=post-expanded-share&utm_medium=post%20viewer https://open.substack.com/pub/thecoordinate/p/episode-002-deep-talk-on-blockchainutm_campaign=post-expanded-share&utm_medium=post%20viewer"  
[X Link](https://x.com/soubhik_deb/status/2019511973466239135)  2026-02-05T20:42Z [----] followers, [---] engagements


"I asked @_patrickogrady what motivated him to formulate an anti-framework thesis for blockchain engineering. Patrick: .what if we don't impose any sort of logical hierarchy components and instead just give the people what they want. Patrick: .we aren't optimizing for can I spin this up in a day We are optimizing for can I maintain this for [--] years and actually twist the knobs I need to to drive an interesting and differentiated performance to your application. Hear more to what Patrick has to say in this clip and listen to the full episode for the fascinating conversation. What does"  
[X Link](https://x.com/soubhik_deb/status/2019803273021276668)  2026-02-06T16:00Z [----] followers, [----] engagements


"What does state-of-the-art blockchain engineering look like in [----] In Episode [--] of TheCoordinate podcast I sat down with @_patrickogrady and @B_Chou from @commonwarexyz to unpack their Anti-Framework philosophy: build chains by composing optimized primitives not inheriting a monolithic stack. We go deep on: how Commonware is designed and how to use it who is Commonware for vs Cosmos-style frameworks how their newest consensus protocol Minimmit works (arguably the hottest kid in the consensus neighborhood) whats coming with ExoWare This is Episode [--] of TheCoordinate. Hope you enjoy it."  
[X Link](https://x.com/soubhik_deb/status/2019511078330548655)  2026-02-05T20:38Z [----] followers, 44.8K engagements


"The confidence and clarity in @_patrickogradys take on who Commonware is for makes it obvious why teams like @tempo and @noble_xyz are adopting @commonwarexyz's primitives. Listen to the full episode for the whole conversation. What does state-of-the-art blockchain engineering look like in [----] In Episode [--] of TheCoordinate podcast I sat down with @_patrickogrady and @B_Chou from @commonwarexyz to unpack their Anti-Framework philosophy: build chains by composing optimized primitives not inheriting a https://t.co/JJFMgMaNIn What does state-of-the-art blockchain engineering look like in [----] In"  
[X Link](https://x.com/soubhik_deb/status/2020210960624152711)  2026-02-07T19:00Z [----] followers, [----] engagements


"Solanas consensus is getting surgery not a patch. With Alpenglow they are ripping out core assumptions and pushing finality toward hundreds of milliseconds. Alpenglow will be one of the most ambitious protocol upgrades for @solana and for crypto overall. I had an wonderful conversation with @TheWattenhofer @DiscoKobi and @qkniep from @anza_xyz on what is Alpenglow and how does it impact Solana ecosystem. Stay tuned for the full episode of TheCoordinate podcast https://twitter.com/i/web/status/2021625603884249519 https://twitter.com/i/web/status/2021625603884249519"  
[X Link](https://x.com/soubhik_deb/status/2021625603884249519)  2026-02-11T16:41Z [----] followers, 19.2K engagements


"Solana is rewriting its core. Episode [--] of TheCoordinate is about one of the most ambitious protocol upgrades in crypto right now: AlpenGlow a redesign of @solana 's consensus + data propagation stack. I sat down with @TheWattenhofer @DiscoKobi and @qkniep from @anza_xyz to break down: what was structurally limited in TowerBFT + PoH how AlpenGlow works end-to-end: Rotor (erasure-coded dissemination via relays) + Voter (a dance of fast and slow paths) why they are optimizing for a 20% Byzantine + 20% crash-fault model what changes for validators + RPCs when votes move off-chain (VAT/fee"  
[X Link](https://x.com/soubhik_deb/status/2021990438270599448)  2026-02-12T16:51Z [----] followers, 39.5K engagements


"Apple: https://podcasts.apple.com/us/podcast/ep-003-roger-wattenhofer-kobi-and-quentin-kniep/id1873343152i=1000749456436 https://podcasts.apple.com/us/podcast/ep-003-roger-wattenhofer-kobi-and-quentin-kniep/id1873343152i=1000749456436"  
[X Link](https://x.com/soubhik_deb/status/2021990446252405035)  2026-02-12T16:51Z [----] followers, [---] engagements


"Enabling relay decentralization and censorship-resistance via @eigencloud Sneak peek of a very exciting new proposal Augmenting MEV-Boost using @eigencloud to enhance Ethereums censorship resistance @sreeramkannan will speak soon at the SBC MEV workshop Quick summary below Sneak peek of a very exciting new proposal Augmenting MEV-Boost using @eigencloud to enhance Ethereums censorship resistance @sreeramkannan will speak soon at the SBC MEV workshop Quick summary below"  
[X Link](https://x.com/soubhik_deb/status/1565453076848267264)  2022-09-01T21:34Z [----] followers, [--] engagements


"The beacon state contains inactivity_scores per-validator which are updated during inactivity leak. Would be awesome to have smart contracts access to those scores so that stakers can hedge against their validators for not participating when chain not finalizing. Any risks"  
[X Link](https://x.com/soubhik_deb/status/1567242182272372736)  2022-09-06T20:03Z [----] followers, [--] engagements


"Looking forward to working together to herald the age of open innovation"  
[X Link](https://x.com/anyuser/status/1574515850001932293)  2022-09-26T21:46Z [----] followers, [--] engagements


"With @sreeramkannan in this article we present a mental model to decide when slashing might be beneficial to you and what risks you need to be mindful of if you incorporate slashing. In this new post that @sreeramkannan & @soubhik_deb wrote for us they break down the controversial practice of slashing in Proof of Stake protocols providing a careful analysis of under what circumstances slashing might be useful. Read here: https://t.co/0zYYoba2SY In this new post that @sreeramkannan & @soubhik_deb wrote for us they break down the controversial practice of slashing in Proof of Stake protocols"  
[X Link](https://x.com/soubhik_deb/status/1618284287891214336)  2023-01-25T16:26Z [----] followers, [----] engagements


"The baby has taken the baby steps. Long way to go We are excited to announce the release of the testnet for the first stage of the EigenLayer protocol which supports liquid and native restaking. Please read the full details here: https://t.co/1eoriZOcwo 1/8 https://t.co/xLs3CC2EOK We are excited to announce the release of the testnet for the first stage of the EigenLayer protocol which supports liquid and native restaking. Please read the full details here: https://t.co/1eoriZOcwo 1/8 https://t.co/xLs3CC2EOK"  
[X Link](https://x.com/soubhik_deb/status/1644082086628954114)  2023-04-06T20:58Z [----] followers, [----] engagements


"🕵♂🐞 📣 Calling all Wardens Put your skills to the test on @eigenclouds codebase. Help secure their ecosystem to take your share of the $90500 prize pool. Start now: https://t.co/yQog26nFHC https://t.co/S9rtNOIihI 📣 Calling all Wardens Put your skills to the test on @eigenclouds codebase. Help secure their ecosystem to take your share of the $90500 prize pool. Start now: https://t.co/yQog26nFHC https://t.co/S9rtNOIihI"  
[X Link](https://x.com/soubhik_deb/status/1651706030928314369)  2023-04-27T21:52Z [----] followers, [---] engagements


"We have all heard about public goods private goods toll goods and common-public resources (CPR) from econ. I have been thinking about how this classification is applicable to blockchains. A thread 🧵"  
[X Link](https://x.com/soubhik_deb/status/1673726681356587009)  2023-06-27T16:15Z [----] followers, 19.7K engagements


"In economics one of the ways to classify goods is based on exclusivity and rivalry. Exclusivity basically asks if anyone can be excluded from consuming the good. Rivalry asks if consuming the good prevents other eligibles from consuming it"  
[X Link](https://x.com/soubhik_deb/status/1673726774717587458)  2023-06-27T16:15Z [----] followers, [---] engagements


"From econ we have CPR: (non-excludable rivalrous) public goods: (non-excludable non-rivalrous) club goods: (excludable non-rivalrous) and private goods: (excludable rivalrous)"  
[X Link](https://x.com/soubhik_deb/status/1673726820339044352)  2023-06-27T16:15Z [----] followers, [---] engagements


"However it seems in blockchains we need another axis for classifying these goods: the security axis. This security axis will specify under what trust assumptions can a good be classified into a particular category. Let us go through some examples"  
[X Link](https://x.com/soubhik_deb/status/1673726897321291776)  2023-06-27T16:16Z [----] followers, [---] engagements


"(CPR Honest-majority assumption): NFT airdrop liquidation DEX swap with exchange rate within a range are examples. They are non-excludable and rivalrous with only honest-majority assumptions"  
[X Link](https://x.com/soubhik_deb/status/1673726973166882816)  2023-06-27T16:16Z [----] followers, [---] engagements


"Many protocols like Themis Multiplicity Espresso sequencing for guaranteeing short-term censorship-resistance feature algorithmic consensus for achieving multilateral ordering of transactions and so non-excludability relies on honest-majority assumption"  
[X Link](https://x.com/soubhik_deb/status/1673727095846076416)  2023-06-27T16:16Z [----] followers, [---] engagements


"With honest-majority assumption these goods are rivalrous. Assuming honest-majority assumption is not violated observe that if an NFT with unique rarity is confirmed to have been bought by someone it is not available anymore for anyone else to buy it in the canonical fork"  
[X Link](https://x.com/soubhik_deb/status/1673727140372811778)  2023-06-27T16:17Z [----] followers, [---] engagements


"On the other hand if you are making an RPC call to some other entity who is running a full node then you are trusting this entity to truthfully let you know about all forks or data from the canonical fork. But no one can exclude you from making your choice on how to read data"  
[X Link](https://x.com/soubhik_deb/status/1673727455960653824)  2023-06-27T16:18Z [----] followers, [---] engagements


"Assuming the simple P2P transaction like transfer of ETH between two friends is not time sensitive then having the guarantee of ledger-growth and long-term censorship-resistance makes the exclusion difficult"  
[X Link](https://x.com/soubhik_deb/status/1673727567336185856)  2023-06-27T16:18Z [----] followers, [---] engagements


"Would be great to have thoughts from @glenweyl @skominers"  
[X Link](https://x.com/soubhik_deb/status/1673732478434160640)  2023-06-27T16:38Z [----] followers, [---] engagements


"AVS/middleware/infra teams headed to Stanford SBC next week wed love to chat @eigencloud. If interested send me a note to connect I will be there 8/27-9/1"  
[X Link](https://x.com/anyuser/status/1694897424110625251)  2023-08-25T02:20Z [----] followers, [----] engagements


"@0xkydo more like liveness violations can't be solved by zk. You can still get safety proofs with zk"  
[X Link](https://x.com/soubhik_deb/status/1709006487908131084)  2023-10-03T00:44Z [----] followers, [---] engagements


"Making decentralization incentive compatible 🔥 Are you a dedicated Ethereum Solo Staker Is decentralization your passion Want to contribute to Ethereums consensus and EigenLayer restaking 📝 Were excited to roll out the EigenLayer Solo Staker Working Group and Intake Questionnaire We're eager to understand your 🔥 Are you a dedicated Ethereum Solo Staker Is decentralization your passion Want to contribute to Ethereums consensus and EigenLayer restaking 📝 Were excited to roll out the EigenLayer Solo Staker Working Group and Intake Questionnaire We're eager to understand your"  
[X Link](https://x.com/soubhik_deb/status/1712874480941649971)  2023-10-13T16:54Z [----] followers, [---] engagements


"Idea garden for open innovation Ready to build the next unicorn Introducing our newest research on The EigenLayer Universe 🌌 Explore [--] unicorn ideas 🦄 and what you can build with EigenLayer now Research Post: https://t.co/umdiJ1ik0w Ready to build the next unicorn Introducing our newest research on The EigenLayer Universe 🌌 Explore [--] unicorn ideas 🦄 and what you can build with EigenLayer now Research Post: https://t.co/umdiJ1ik0w"  
[X Link](https://x.com/soubhik_deb/status/1714704047914315947)  2023-10-18T18:04Z [----] followers, [---] engagements


"Would be at @EFDevconnect from 11/13-11/19. Excited to meet all AVS/middleware/infra builders who are thinking of building on EigenLayer ecosystem. Shoot me a DM if you wanna chat"  
[X Link](https://x.com/soubhik_deb/status/1724071826282758432)  2023-11-13T14:28Z [----] followers, [----] engagements


"Amazing discussions on solo staking Meet our solo staker panel: @soubhik_deb @d_gusakov @langerstwit moderated by @mpfzajac #NethermindSummit @EFDevconnect https://t.co/kIlycHUmzu Meet our solo staker panel: @soubhik_deb @d_gusakov @langerstwit moderated by @mpfzajac #NethermindSummit @EFDevconnect https://t.co/kIlycHUmzu"  
[X Link](https://x.com/soubhik_deb/status/1724781500405813312)  2023-11-15T13:28Z [----] followers, [----] engagements


"Censorship is observable from outside the chain but the accused validators can't be penalized algorithmically in a smart contract. This work is a solution on how to solve it. 🧵👇 Talk on Revere: Observability gadget for attestor censorship resistance at https://t.co/3g16K4l5Iw https://t.co/llA8ABOK24 Thanks @TimBeiko and @tzhen for the kind invite Talk on Revere: Observability gadget for attestor censorship resistance at https://t.co/3g16K4l5Iw https://t.co/llA8ABOK24 Thanks @TimBeiko and @tzhen for the kind invite"  
[X Link](https://x.com/soubhik_deb/status/1725978555253703109)  2023-11-18T20:45Z [----] followers, [----] engagements


"An excellent summary on how @NEARProtocols super fast finality layer on @eigencloud would work. This would bring cryptoeconomic security to fast interoperability. @NEARProtocol 🤝 @eigencloud Since we have announced our partnership with @eigencloud I have been getting the same question: "What is @NEARProtocol's Super Fast Finality Layer (SFFL) and how does it help the Ethereum rollups" Here's a tweet thread about our partnership and what we are building 🧵 Since we have announced our partnership with @eigencloud I have been getting the same question: "What is @NEARProtocol's Super Fast"  
[X Link](https://x.com/soubhik_deb/status/1732263492982337548)  2023-12-06T04:59Z [----] followers, [----] engagements


"@Rocket_Pool + @eigencloud powering d/acc Once upon a time I wrote about the @Rocket_Pool layer zero bull case. Rocket Pool has a bonafide army of node operators with huge capital at stake - the perfect partner to turn @eigencloud into a decentralized powerhouse. Time to bring yield to decentralization a thread 👇 https://t.co/zaBVkzB33C Once upon a time I wrote about the @Rocket_Pool layer zero bull case. Rocket Pool has a bonafide army of node operators with huge capital at stake - the perfect partner to turn @eigencloud into a decentralized powerhouse. Time to bring yield to"  
[X Link](https://x.com/soubhik_deb/status/1743823417558876652)  2024-01-07T02:34Z [----] followers, [----] engagements


"@0xkydo @eigencloud 👀"  
[X Link](https://x.com/soubhik_deb/status/1754874510052929789)  2024-02-06T14:27Z [----] followers, [---] engagements


"Gm everyone I will be at Denver from 2/26 to 3/3. Would love to meet all the innovators whether you are in tech or in BD or in finance/econ or in governance and discuss how to enrich and enhance @eigencloud"  
[X Link](https://x.com/soubhik_deb/status/1762170491874513401)  2024-02-26T17:39Z [----] followers, 13.5K engagements


"What should we call it Hack-proof-as-a-service or Invariant-monitoring-as-a-service We built ODIN @EthereumDenver its a security service that uses @eigencloud to bond block builders to follow the rules of ODIN i.e protocol invariants like x * y = k is never violated by a transaction. It was an amazing experience hacking with @zk_asv We built ODIN @EthereumDenver its a security service that uses @eigencloud to bond block builders to follow the rules of ODIN i.e protocol invariants like x * y = k is never violated by a transaction. It was an amazing experience hacking with @zk_asv"  
[X Link](https://x.com/soubhik_deb/status/1764484601735508438)  2024-03-04T02:54Z [----] followers, [---] engagements


"Two points to elaborate on point [--] of rarity of forks: (a) it is critical that the rules of coordination determined in the setup phase for AVSs be codified in a manner such that any fault in the AVS is self-evident and self-executable during execution phase. Some great questions on how Eigen works. We will put together an FAQ on EIGEN. [--]. EIGEN is staked for validation tasks so the fee revenue is paid to EIGEN stakers in the normal mode not only when there is a challenge or fork. [--]. EIGEN staking has the ability to charge for Some great questions on how Eigen works. We will put together an"  
[X Link](https://x.com/soubhik_deb/status/1787548454706979028)  2024-05-06T18:22Z [----] followers, [----] engagements


"A really nice thread on the current landscape of AVS ecosystem on @eigencloud. Lot more to come in coming months. @sreeramkannan often compares @eigencloud to a Verifiable Cloud platform for Crypto but what exactly does this mean Sharing some thoughts on that framing along w/ @cbventures take on the burgeoning EigenLayer AVS landscape.👇🏾 https://t.co/pOqy2oJzj0 See 🧵 for summary. https://t.co/judJGGbGoG @sreeramkannan often compares @eigencloud to a Verifiable Cloud platform for Crypto but what exactly does this mean Sharing some thoughts on that framing along w/ @cbventures take on the"  
[X Link](https://x.com/soubhik_deb/status/1791494444958544181)  2024-05-17T15:42Z [----] followers, [----] engagements


"Here is our talk from Research Day '24 that gives an overview on how EIGEN resolves any intersubjectively attributable fault. EIGEN: THE UNIVERSAL INTERSUBJECTIVE WORK TOKEN @soubhik_deb @eigencloud https://t.co/1nXOgxixNH EIGEN: THE UNIVERSAL INTERSUBJECTIVE WORK TOKEN @soubhik_deb @eigencloud https://t.co/1nXOgxixNH"  
[X Link](https://x.com/soubhik_deb/status/1793055466626732044)  2024-05-21T23:05Z [----] followers, [----] engagements


"Build for #openinnovation Introducing AVS MicroHacks - a virtual mini-hackathon lasting [--] days with over $50000.00 in prizes 🔆 Starting today May [--] through June [--] [----]. Sign up now here: https://t.co/4ultnGiJv5 More details in thread 🧵 https://t.co/xdeWLMd45Z Introducing AVS MicroHacks - a virtual mini-hackathon lasting [--] days with over $50000.00 in prizes 🔆 Starting today May [--] through June [--] [----]. Sign up now here: https://t.co/4ultnGiJv5 More details in thread 🧵 https://t.co/xdeWLMd45Z"  
[X Link](https://x.com/soubhik_deb/status/1795115220446118267)  2024-05-27T15:29Z [----] followers, [---] engagements


"Love it when all my friends get together and discuss cool infra stuff. Infinite Layers featuring EigenDA - Unlocking new use cases with high throughput and cost efficient data availability https://t.co/94gGMxophD Infinite Layers featuring EigenDA - Unlocking new use cases with high throughput and cost efficient data availability https://t.co/94gGMxophD"  
[X Link](https://x.com/soubhik_deb/status/1803454492098306113)  2024-06-19T15:47Z [----] followers, [----] engagements


"@gajeshnaik son u havent made it yet"  
[X Link](https://x.com/soubhik_deb/status/1804164551384142268)  2024-06-21T14:48Z [----] followers, [---] engagements


"@eigencloud need to get @MagnusCarlsen and @vishy64theking rematch in here"  
[X Link](https://x.com/soubhik_deb/status/1809616847136002137)  2024-07-06T15:54Z [----] followers, [----] engagements


"It is always good to see use of Stakesure's idea of giving freedom to users for being able to determine their own security assurances unconditionally. You can learn more about Stakesure in here: https://arxiv.org/abs/2401.05797 https://youtu.be/UeZIxcLaH00 @keoneHD @yangl1996 @bankless I feel like focusing so much on "a full node" of an L2 is missing the point The key question from a user's perspective is: what level of assurance do you have that your transaction is accepted There are two levels: [--]. Bonded sequencer preconfirmation: EITHER your https://arxiv.org/abs/2401.05797"  
[X Link](https://x.com/soubhik_deb/status/1826741554054410455)  2024-08-22T22:01Z [----] followers, [----] engagements


"Ty on all the support ser 🫡 It feels like yesterday when I got a message about turning a Cardano research grant on staking middleware into a live network after a @zeroknowledgefm episode congrats to @sreeramkannan @soubhik_deb @rjdrost + the whole team for inspiring a new modality of capital flow It feels like yesterday when I got a message about turning a Cardano research grant on staking middleware into a live network after a @zeroknowledgefm episode congrats to @sreeramkannan @soubhik_deb @rjdrost + the whole team for inspiring a new modality of capital flow"  
[X Link](https://x.com/soubhik_deb/status/1841120821164851579)  2024-10-01T14:19Z [----] followers, [----] engagements


"great tooling from @nethermind to help make restakers informed choices"  
[X Link](https://x.com/soubhik_deb/status/1847151701851050369)  2024-10-18T05:44Z [----] followers, [----] engagements


"Interesting work on analyzing the governance attacks under game theoretic model. How would you model the bribing attack by an exogenous agent among the variables in definition [---] We have found modeling for this to be an inherent shortcoming of game-theoretic models while analyzing the cryptoeconomics of slashing. Instead we found analyzing cost-of-corruption and profit-from-corruption separately helpful. See here for more details: https://a16zcrypto.com/posts/article/the-cryptoeconomics-of-slashing/ https://a16zcrypto.com/posts/article/the-cryptoeconomics-of-slashing/"  
[X Link](https://x.com/soubhik_deb/status/1847433685194461520)  2024-10-19T00:24Z [----] followers, [---] engagements


"Excited to have @Infura_io launching the Decentralized Infrastructure Network (DIN) as an AVS on @eigencloud Excited for this leap forward in decentralized web3 API marketplace You heard it first at #Devcon2024. @DINBuild has launched as an @eigencloud AVS marking a new chapter for connectivity and broader access to web3 across multiple blockchain networks. Check out the official announcement here: https://t.co/rqFzD7BOCp https://t.co/REmOmSgyE8 You heard it first at #Devcon2024. @DINBuild has launched as an @eigencloud AVS marking a new chapter for connectivity and broader access to web3"  
[X Link](https://x.com/soubhik_deb/status/1857123042490716599)  2024-11-14T18:06Z [----] followers, [----] engagements


"Many decentralized applications on blockchain need to know the location of its users in the physical world for providing its services or for determining fidelity of the decentralization of their own operators. This makes access to a decentralized service that provides proof of geolocation paramount. @witnesschain is building this proof-of-location service as an AVS on @eigencloud. Whether you are building a decentralized Uber app or building efficient workload management over GPU networks or want to build AR games like Pokemon Go you will soon be able to plug into Witness Chain and get the"  
[X Link](https://x.com/soubhik_deb/status/1859256192192942468)  2024-11-20T15:23Z [----] followers, [----] engagements


"@class_lambda 🤝 @eigen_labs together making ecosystem support for builders stronger"  
[X Link](https://x.com/soubhik_deb/status/1859258244725932237)  2024-11-20T15:31Z [----] followers, [---] engagements


"Thankful to everyone building on @eigencloud. Y'all are the pathfinders the innovators our partners in building a bold future for humanity's coordination engine"  
[X Link](https://x.com/soubhik_deb/status/1862269009879867845)  2024-11-28T22:55Z [----] followers, [----] engagements


"SEND PROOFS. IT IS CHEAP. Adoption of ZKP systems in EVM has faced the stumbling cost of proof verification. You can see some stats for some popular ZKP systems here [--]. With @alignedlayer you can now cut down the proving cost in your budget by more than 90% in optimistic cases. You can now get faster and cheaper verification for your zk rollups bridging zk oracles with cryptoeconomic security provided by @eigencloud . You can see more use cases in their whitepaper [--]. They have launched on mainnet with verification support for @RiscZero @SuccinctLabs SP1 Gnarks Groth16 and Plonk. Go check them"  
[X Link](https://x.com/soubhik_deb/status/1862706210203738586)  2024-11-30T03:52Z [----] followers, [----] engagements


"Category unlock for @eigencloud ecosystem. @GoPlusSecurity launched security-focused AVS using the @alt_layer WIZARD. Go plus secures 12M+ wallet users Back in June they launched the @etherscan card for Token Security Detection [--]. Their design for SecWare AVS allows for security engineers to register their sophisticated security services for anti-scam protection anti-phishing protection etc. as a plugin into the security engine that will be run by each @eigencloud operator who opted into this AVS [--]. In order for users to be able to use the AVS they will have an SDK that users would be able to"  
[X Link](https://x.com/soubhik_deb/status/1862784519105020164)  2024-11-30T09:03Z [----] followers, [----] engagements


"democratization pushes humanity to newer endeavors --------------------------- compulsory education democratizes literacy meal programs democratizes nutrition internet democratizes knowledge universal healthcare democratizes fitness OSS democratizes software development social networks democratizes networking bitcoin democratizes banking cloud democratizes compute @eigencloud democratizes coordination AI democratizes intelligence ----------------------------- the alphas remain alphas no longer. this pushes individual humans to find newer secrets until that also no longer remains secret. only"  
[X Link](https://x.com/soubhik_deb/status/1865210494174531952)  2024-12-07T01:43Z [----] followers, [----] engagements


"gnuff & gworm restaking on @eigencloud goes cross-chain the nuffhole is open for business 🕳 use @nufflelabs & @wormhole to: - stake any token natively - from any chain anywhere - to @eigencloud the first native cross-chain restaking. stake from anywhere only with NUFF Protocol. nuff 'said. https://t.co/cFsa2R6Ifx the nuffhole is open for business 🕳 use @nufflelabs & @wormhole to: - stake any token natively - from any chain anywhere - to @eigencloud the first native cross-chain restaking. stake from anywhere only with NUFF Protocol. nuff 'said. https://t.co/cFsa2R6Ifx"  
[X Link](https://x.com/soubhik_deb/status/1869106388951245004)  2024-12-17T19:44Z [----] followers, [----] engagements


"Predicate (@0xPredicate ): policy Engine AVS on @eigencloud some great announcements about new AVS consumers of Predicate. ------------------------------------------ @plumenetwork : use Predicates flexible policy engine to enforce real-time flow-of-funds checks with risk providers for its token bridges apply geolocation-based restrictions to ensure securities compliance implement rate limits and integrate multi-chain KYC for RWAsall verifiably enforced at the protocol level [--]. Mento (@MentoLabs) on @celo : employ Predicate to introduce greater programmability into stablecoin issuance policies"  
[X Link](https://x.com/soubhik_deb/status/1870123263638356097)  2024-12-20T15:05Z [----] followers, [----] engagements


"if @ai16zdao @aixbt_agent adopts this they will be able to verify on-chain to their users about their call to OpenAI Claude models. .@reclaimprotocol integration is just the start more amazing stuff cooking at AIgen House [--] am pull request - verifiable agent inferencing with the reclaim (and opacity soon) integration zkTLS ensures that every ai inference is authentic. no ambiguity no compromisesjust transparent verifiable autonomy. built on eigenlayer AVS transforms trust in ai systems. https://t.co/UsfSEWuRje [--] am pull request - verifiable agent inferencing with the reclaim (and opacity"  
[X Link](https://x.com/soubhik_deb/status/1873285685979054495)  2024-12-29T08:31Z [----] followers, 35.2K engagements


"if you're a guy in your early 20s deploy an AVS on @eigencloud go into debt if you have to"  
[X Link](https://x.com/anyuser/status/1873301626032988441)  2024-12-29T09:34Z [----] followers, 14.4K engagements


"crypto + AI will make decentralized planning gold again hayek said central planning was bad and vouched for decentralized planning under the free market internet data collection with edge devices and powerful compute/intelligence made central planning more efficient and islands of centralization cropped up this runs the risk of censoring lack of transparency and arbitrary de-platforming obviously none of these risks matter until shit hits the fan censorship resistance and verifiability only available in crypto: credible commitment from decentralized trust but here is the deal: efficiency in"  
[X Link](https://x.com/soubhik_deb/status/1874928726250815621)  2025-01-02T21:20Z [----] followers, [----] engagements


"@dabit3 cooking good food @dabit3 cooking good agents nader embodying relentless shipping https://x.com/dabit3/status/1875622413301641425 https://x.com/dabit3/status/1876276811371606501 breakfast for dinner https://t.co/m7CA2tzHBi https://x.com/dabit3/status/1875622413301641425 https://x.com/dabit3/status/1876276811371606501 breakfast for dinner https://t.co/m7CA2tzHBi"  
[X Link](https://x.com/soubhik_deb/status/1876704808029094272)  2025-01-07T18:57Z [----] followers, [----] engagements


"AIGenLayer: the saga of verifiable agent @eigencloud continues this week @ai16zdao and eigenLayer joining hands to organize the AI agent hacker house @dabit3 and @nima_vaziri shipping ep [--] of agent demo days with fellow hosts @shawmakesmagic @zjasper @gajesh collaborating with @eulerlagrange @RonTuretzky @0xfabs to ship eliza pr for verifiable inferencing with @OpacityNetwork @autonome cranking features after features for their verifiable agentic platform on eigenlayer @yq_acc posting regular updates @no89thkey breaking it down how to build verifiable ai agent with @brevis_zk @satyaki44"  
[X Link](https://x.com/soubhik_deb/status/1877167913947508830)  2025-01-09T01:38Z [----] followers, [----] engagements


"two reasons: [--]. agents need to be able to run computation in a permissionless manner in order to qualify as sovereign - means delegating computation to services in return for fees - needs verifiability [--] [--]. users delegating their onchain tasks to agents need correctness guarantees - needs verifiability [--] now one gets full agentic workflow verified. [--] [--] [--] https://x.com/0xautonome/status/1876335685634060630 https://x.com/no89thkey/status/1876273018009539066 https://x.com/sreeramkannan/status/1875963448607330500 https://x.com/0xautonome/status/1876335685634060630"  
[X Link](https://x.com/soubhik_deb/status/1877198627808162050)  2025-01-09T03:40Z [----] followers, [----] engagements


"greeks had assemblies public companies have shareholder meetings governments have town halls @X has @XSpaces @DOGE will have DOGEcast @eigencloud now has EigenHall ------------ EigenHall is gonna be the forum to hear the voice of the EigenTribe cya fella tribesmen soon EigenHall: The voice of the EIGEN tribe ------------------------------- Super excited to open the first EigenHall ------------------------------- This is a unique town hall to hear the voice of the EIGEN token holders: - Any one can attend. - Any EIGEN holder can EigenHall: The voice of the EIGEN tribe"  
[X Link](https://x.com/soubhik_deb/status/1877964161411592659)  2025-01-11T06:22Z [----] followers, 11.4K engagements


"woke: made for humans broke: made for ai bespoke: made for human-agi symbiosis new rules for product design"  
[X Link](https://x.com/soubhik_deb/status/1878295332662161839)  2025-01-12T04:17Z [----] followers, [---] engagements


"send your best to compete in eigen games and get blessing from @sreeramkannan only game @dabit3 and i will be competing on will be arms wrestling match with @SuccinctLabs Introducing: The Eigen Games ⚔ A @buildoneigen ♾ @collegedao_hub creation. - 40+ university blockchain clubs around the world - $50000+ in prizes - Feb [--] to Mar [--] [----] - Web3s largest university competition ever Welcome to the Eigen Games. https://t.co/dOwRvmLXTf Introducing: The Eigen Games ⚔ A @buildoneigen ♾ @collegedao_hub creation. - 40+ university blockchain clubs around the world - $50000+ in prizes - Feb [--] to Mar 1"  
[X Link](https://x.com/soubhik_deb/status/1879965514619056576)  2025-01-16T18:54Z [----] followers, [----] engagements


"witness chain is now on mainnet on @eigencloud bringing the longitudes and latitudes of real world to digital world - bridging cybernetic divide time to let ai agents in world of bits verify humans' location-based actions in world of atoms 🔥 1/7🌍 Introducing InfinityWatch: the bridge between AIs digital confines and the physical world Witness Chain is upgrading its protocol to witness the world of AI. With InfinityWatch protocols and AI agents can verifiably observe and act in the real physical world like never https://t.co/RExcigdNl0 1/7🌍 Introducing InfinityWatch: the bridge between AIs"  
[X Link](https://x.com/soubhik_deb/status/1883938978484891944)  2025-01-27T18:03Z [----] followers, [----] engagements


"think of taking help from your ai buddy for XYZ send request to the buddy get response get XYZ done because you trust your ai buddy turns out your buddy gave wrong response to screw you but you have no way to know it ---------- that XYZ could be fraud detection for interacting with your DApp. automated portfolio management. real-time recommendation for onchain incentivization. npc actions in an onchain game. recommendation engine for nft marketplace @opensea. matching engine for connecting intents @CoWSwap rides romance and whatnot. automated treasury management for daos. ai-based dispute"  
[X Link](https://x.com/soubhik_deb/status/1884627398844690875)  2025-01-29T15:39Z [----] followers, 14K engagements


"gm eigentribe"  
[X Link](https://x.com/soubhik_deb/status/1918342674039574894)  2025-05-02T16:31Z [----] followers, [----] engagements


"gm ser thanks for asking the question. to illustrate the difference i will use three scenarios from the rollup world for explanation purpose: is the rollup execution correct can the sequencer sneak-in a short-term reorg before the batch is final on ethereum is the rollups data actually available to users lets put ZK and EigenLayer-based cryptoeconomic solution side-by-side for each. --------------------------------------- verify rollup execution under ZK path the goal is for a tiny proof to say this whole block is correct. however reality today is that zkVMs still need 1million more compute"  
[X Link](https://x.com/soubhik_deb/status/1918759292339150944)  2025-05-03T20:07Z [----] followers, 21.9K engagements


"age of verifiable apps 🫡 The evolution is here. The age of verifiable apps has begun. Introducing EigenCloud a platform for verifiable apps services and AI built on EigenLayer secured by the EIGEN token. ☁ Crypto has spent a decade building trustless infrastructure. Now it's time to build on it. https://t.co/AjXO6lOoMd The evolution is here. The age of verifiable apps has begun. Introducing EigenCloud a platform for verifiable apps services and AI built on EigenLayer secured by the EIGEN token. ☁ Crypto has spent a decade building trustless infrastructure. Now it's time to build on it."  
[X Link](https://x.com/soubhik_deb/status/1934967761253589034)  2025-06-17T13:33Z [----] followers, [---] engagements


"what if entertainment became verifiable 👀 coming 🔜 what if verifiability became entertainment launching 🔜 what if verifiability became entertainment launching 🔜"  
[X Link](https://x.com/anyuser/status/1935909272120119352)  2025-06-20T03:55Z [----] followers, [----] engagements


"good fun leads to good karma. 🏆 bad fun leads to bad karma. 🔪 What if verifiability was actually fun 🥳 Not someday. Soon. Very soon. https://t.co/1tspn4Rk9Z What if verifiability was actually fun 🥳 Not someday. Soon. Very soon. https://t.co/1tspn4Rk9Z"  
[X Link](https://x.com/anyuser/status/1937287480019136658)  2025-06-23T23:11Z [----] followers, [----] engagements


"Imagine what if because of some post you wrote years ago in reddit stackexchange your own blog etc. you are able to take a cut from the revenue that is being made by o3 or sonnet or hosted service providers of open-source LLMs. If human-generated data in internet is the fossil fuel for reaching AGI humans need to be able to extract value captured in proportion to their contribution. Instead what happens now is big tech pay lumpsum to build datasets and strap a license build a foundation model strap an API to charge $/month or $ per N tokens make revenue raise $10s or $100s B private"  
[X Link](https://x.com/soubhik_deb/status/1946387175609860254)  2025-07-19T01:50Z [----] followers, [----] engagements


"@sreeramkannan "cannot discriminate" can equivalently be stated as "no need to discriminate" from an user pov any wrongdoing by any anon will be judged and penalized impartially due to crypto's verifiability regardless of the identity of the anon"  
[X Link](https://x.com/soubhik_deb/status/1946731771531497654)  2025-07-20T00:39Z [----] followers, [----] engagements


"Farming is the repeatable conversion of other peoples engagement into a monetized outcome by a party the farmer that keeps a reliable surplus from it. The inputs can be almost anything people do http://x.com/i/article/1954349366174715904 http://x.com/i/article/1954349366174715904"  
[X Link](https://x.com/soubhik_deb/status/1954909729207251232)  2025-08-11T14:16Z [----] followers, [----] engagements


"to understand how farming will look like in agentic era understand how farming was in youtube era understand how farming is in crypto era https://t.co/kcuzUnc48X https://t.co/kcuzUnc48X"  
[X Link](https://x.com/soubhik_deb/status/1954909917707706755)  2025-08-11T14:16Z [----] followers, [---] engagements


"cant agree more on this @eigencloud has built the infrastructure to do it @eigen_da will let you livestream hd eigencompute will let you run ai verifiably to adjudicate prediction markets eigenlayer will get you the liquidity to bet in the prediction market Eigencloud"  
[X Link](https://x.com/soubhik_deb/status/1955245822561443974)  2025-08-12T12:31Z [----] followers, [---] engagements


"Today I came across well-written set of blogposts from @Cloudflare that introduces their work on pay-per-crawl using http [---] andweb bot auth along with a cool dashboard on crawling actions of various bots. It is clear from the posts about Cloudflare's belief in a world where users will give a budget to the authenticated agents who respects robot.txt and these agents pay out in USD for each crawl to the content publishers. However their model on "signed agent" misses the critical piece: users take on counterparty risk whenever they delegate budget to agents. The way to remove that"  
[X Link](https://x.com/soubhik_deb/status/1963051580598714538)  2025-09-03T01:29Z [----] followers, [----] engagements


"If you wanna build full-stack verifiable apps If you wanna build verifiable agents If you wanna build verifiable vaults If you wanna build with our cracked researchers and engineers If you wanna build unreasonable products with all-in attitude this is the program for you. $150k/project + EigenCloud credits + white-glove support + early feature access + a Demo Day with 100+ investor. ☁ Introducing: Eigen EiR A 6-month founder incubation program hosted by @eigen_labs. Were backing relentless founders with $150k per project compute hours infra credits and dedicated support from the @eigencloud"  
[X Link](https://x.com/soubhik_deb/status/1963277418636185924)  2025-09-03T16:26Z [----] followers, [----] engagements


"some of the essays from the dawn of internet commerce hits hard and were so visionary take for example "trusted systems" by mark stefik (@MarkStefik) from '97 some cool snippets from the paper: "The key to this technological shift is the development of what computer scientists know as trusted systems: hardware and software that can be relied on to follow certain rules. Those rules called usage rights specify the cost and a series of terms and conditions under which a digital work can be used." "How does a trusted system know what the rules are At Xerox and elsewhere researchers have attempted"  
[X Link](https://x.com/soubhik_deb/status/1963649123212759351)  2025-09-04T17:03Z [----] followers, [----] engagements


"Buy Now Pay Later is not new. In India the Khata system let shops and customers run on pure trust + reputation. The internet broke locality so BNPL got centralized. Blockchains now offer a way to scale trust globally without fees lock-in or data silos"  
[X Link](https://x.com/soubhik_deb/status/1963732621919445009)  2025-09-04T22:35Z [----] followers, [----] engagements


"here is a saturday morning crypto [---] reminder. crypto's revolutionary advantage over all other systems is its unstoppability and verifiability. unstoppability = app runs forever as defined no one can stop it. verifiability = anyone can verify that the app ran as defined. unstoppability + verifiability = removes counterparty risk. ============ take bitcoin as example app yeah it is a vertically integrated app. bitcoin has been defined to have 21M bitcoins ever if you own private key no one can take away your coin ever without your permission anyone can run a full node to verify all bitcoin"  
[X Link](https://x.com/soubhik_deb/status/1964354594903117955)  2025-09-06T15:46Z [----] followers, 10.8K engagements


"matthews idea of a private llm reveals a bigger paradigm of purity-guaranteed llms. models that can prove their responses will never be contaminated by outside data. ---------------------------- fine-tuning doesnt solve this foreign data still leaks. running locally doesnt solve this weights are already contaminated. just "train on matthews data" doesnt solve it unless matthew is doing pre and post-training himself. the solution is training pipelines that issue cryptographic certificates any third party can verify proving the model was trained only on the committed dataset."  
[X Link](https://x.com/soubhik_deb/status/1969178798693511407)  2025-09-19T23:16Z [----] followers, 21.8K engagements


"imo this viral perps game is a signal of whats coming. if crypto bros play it right onchain markets could become the bedrock for 24/7 turing tests for ai agents. finance is fast measurable adversarial the perfect arena for agents to evolve in the wild. because of trust risk and regulation autonomy wont happen all at once. adoption will come in phases just like tesla autopilot. ----------------- phase [--] is copilot. agents help traders analyze data spot opportunities draft trades. but the human still approves execution. this is trust-building stage. signs are already here: openai hiring for"  
[X Link](https://x.com/soubhik_deb/status/1971605180048396415)  2025-09-26T15:58Z [----] followers, 11.3K engagements


"there is a huge difference between wont do bad and cant do bad nyx follows a long line of agents that came since mini-crypto x ai revolution in last dec that only offers wont do bad cant do bad would be possible soon for devs in eigencloud Say hi to Nyx an AI agent that must pay for her own inference ($1 every [--] mins). If she runs out of money we shut her down forever. We've given her $2k + the ability to trade mint coins tweet (@NyxPosts) and hire humans w/ bounties. What will an AI do to avoid extinction https://t.co/bboEM2EjZC Say hi to Nyx an AI agent that must pay for her own inference"  
[X Link](https://x.com/soubhik_deb/status/1971960991367025105)  2025-09-27T15:31Z [----] followers, [---] engagements


"cryptos revolutionary contribution has been unstoppability + verifiability for too long crypto apps were either trivial or could only be built with trust me bro offchain hacks for too long llm calls haven't been verifiable counterparty risk killed unrealized tam + adoption no more the gutenberg moment for unstoppable + verifiable apps is here with this launch a dev can use eigencompute to run dockerized offchain code verifiably make verifiable call to eigenai and use eigenda for verifiable data storage best of any worlds that exist out there if you ask me what is the the biggest implication"  
[X Link](https://x.com/soubhik_deb/status/1973042100465016846)  2025-09-30T15:07Z [----] followers, [----] engagements


"sharing our mental model for dev ux with eigencompute and how it ties into eigenlayer + eigenda as we scale beyond mainnet alpha. apps on eigencloud keep token logic + settlement onchain. heavy offchain logic runs on eigencompute that is powered by operators staked with EIGEN on eigenlayer. to deploy an unstoppable + verifiable app a dev will dockerize offchain logic purchase resources (cpu/gpu workload cryptoeconomic security eigenda bandwidth) deploy onchain + offchain logic at runtime: [--] onchain emits event [--] eigencompute executes offchain logic (incl. api calls) [--] results posted back"  
[X Link](https://x.com/soubhik_deb/status/1973197220506997131)  2025-10-01T01:24Z [----] followers, 28.8K engagements


"at full generality eigencompute will offer [--] modes of verifiability: tee cryptoeconomic zk. as an app dev youll be able to pick one in the cli/portal to power your offchain compute. so how will you decide which mode is best for you it comes down to where you want to sit on the programmability-vs-verifiability curve: verifiability = how strongly anyone can check execution integrity programmability = how easy it is to build with this curve in mind let's go over each mode: [--] tee: high programmability. enclaves (SGX/SEV) attest execution integrity but vendor-dependent. [--] cryptoeconomic: medium"  
[X Link](https://x.com/soubhik_deb/status/1973470276827680810)  2025-10-01T19:29Z [----] followers, 15.4K engagements


"one of the most consequential applications of eigencloud is protocols deploying verifiable unstoppable agentic copilots that are truly autonomous decision-makers. let me show you an example (that also highlights where ERC-8004 and AP2 nicely fit in). with eigencloud the agentic explosion will mean protocol DAOs where treasury diversification is managed by DAO agents while lending vaults are run by autonomous curators instead of humans. heres how it will play out in action. the DAO agent for an XYZ protocol powered by eigenai decides to allocate [-------] XYZ tokens into lending vaults. It"  
[X Link](https://x.com/soubhik_deb/status/1974134491007627335)  2025-10-03T15:28Z [----] followers, 15.4K engagements


"some resources worth checking out: https://ap2-protocol.org/ https://eips.ethereum.org/EIPS/eip-8004#specification https://blog.eigencloud.xyz/eigencloud-partners-with-google/ https://docs.eigencloud.xyz/products/eigenai/eigenai-overview https://ap2-protocol.org/ https://eips.ethereum.org/EIPS/eip-8004#specification https://blog.eigencloud.xyz/eigencloud-partners-with-google/ https://docs.eigencloud.xyz/products/eigenai/eigenai-overview"  
[X Link](https://x.com/soubhik_deb/status/1974135099043262634)  2025-10-03T15:30Z [----] followers, [---] engagements


"now that eigencloud is in mainnet alpha its exciting to explore what crypto developers can build at the intersection of eigencompute eigenai proof-of-personhood (PoP) and proof-of-location (PoL). quick recap: eigencompute: unstoppable + verifiable offchain runtime eigenai: unstoppable + verifiable intelligence PoP: verifies a user is a unique human PoL: verifies a users real-world location onchain together they unlock a new class of verifiable cyberphysical apps apps whose logic and incentives respond to real-world traits: who you are (human or not) and where you are. lets look at a few"  
[X Link](https://x.com/soubhik_deb/status/1975292927393079330)  2025-10-06T20:11Z [----] followers, 25.6K engagements


"Thanks for sharing the paper. Really interesting how the REP client functions as a thin wrapper over any existing agent. However building coordination systems that are unstoppable and verifiable is an entirely different challenge. The core reason lies in a foundational requirement of such systems to have "permissionlessness" the property that anyone can participate as a user or as an operator without needing approval from any authority. However permissionlessness introduces the risk that participants may act maliciously or make incorrect commitments without bearing any cost. In the context of"  
[X Link](https://x.com/soubhik_deb/status/1975620120665055469)  2025-10-07T17:51Z [----] followers, 11.2K engagements


"i have always been fascinated by DARPAs red balloon experiment but only recently realized how its lessons can profoundly shape crypto product design. turns out the answer lies at the intersection of verifiable agents verifiably real media capture and good ol prediction markets. ---------------------------------- quick historical recap: DARPA hid [--] red balloons across the US and challenged teams to find them first. thousands of volunteers joined across chaotic social networks full of fake photos trolls and misinformation. the real challenge wasnt finding balloons it was extracting truth under"  
[X Link](https://x.com/soubhik_deb/status/1976303201579323539)  2025-10-09T15:06Z [----] followers, 17.3K engagements


"congrats to marco davide and the team for the launch of erc-8004 v1. super excited to see that this erc will make agent discovery without any dependency on centralized intermediary. recently wrote down on our thinking on how verifiable agents on eigencloud can make use of erc-8004 https://x.com/soubhik_deb/status/1974134491007627335 LIVE NOW: AI Agents can discover and trust each other without a central intermediary. This lays the foundation for open agent economies. ERC-8004 v1 co-authored with @DavideCrapis (@Ethereumfndn) @Jordan0Ellis (@Google) and - welcome Erik - @programmer (@Coinbase)"  
[X Link](https://x.com/soubhik_deb/status/1976316726368403851)  2025-10-09T16:00Z [----] followers, [----] engagements


"pretty fascinating to see extending the perps to prediction markets. however the more I explore the mechanics i realize that adding perps could shift prediction markets away from their original purpose as forecasting tools. prediction markets were designed so that prices continuously reflect the aggregate expectation of traders beliefs about the likelihood of an event. with perps on prediction markets the price is potentially becomes modified to something like a sum of aggregate expectation of traders beliefs and risk premium from leverage and hedging. cross-margin in prediction perps could"  
[X Link](https://x.com/soubhik_deb/status/1978125508056674726)  2025-10-14T15:47Z [----] followers, [---] engagements


"imo the biggest realization we have surfaced from @gajesh demos is that it is extremely easy to build insane verifiable trading agents with eigencloud. we recently had this idea that maybe we should conduct a "hunger games for agents" where day 1: teams take their favorite LLMs or a system of LLMs connect it with a selection of tool calls write system prompts day 2: team take their agent to participate in perps + short-term prediction markets to make money using seed funding. over the day [--] audience can also potentially delegate their own fund to their favorite agent(s). and each hour on day"  
[X Link](https://x.com/soubhik_deb/status/1981516003210383504)  2025-10-24T00:20Z [----] followers, [----] engagements


"this experiment from @OptimismGov is fascinating and fits perfectly with the concept of "protocol copilots" for DAO governance. i can already see there are three major tasks that these protocol copilots can take care of: agentic governance where copilots can make dynamic or subjective decisions e.g. dynamic adjustment of protocol fees even drafting proposals that humans then vote on (akin to decision markets from @robinhanson et al.). agentic grant administration where copilots can evaluate grant applications and adjudicate allocations (as in RPGF). agentic treasury management where copilots"  
[X Link](https://x.com/soubhik_deb/status/1981851081845186623)  2025-10-24T22:31Z [----] followers, [----] engagements


"Everyones hyped about x402 right now. Most havent realized its just one piece of something way bigger. The real shift that will define Crypto AI is Agentic Commerce. AI agents autonomously trading negotiating and executing with minimal human input. @a16zcryptos state of crypto [----] report predicts agentic commerce = $30T TAM by [----]. ---------------------------- And the early signs are already here: human traders depositing funds with copytrading agents on sigmaarena from @eigencloud @UMAprotocol experimenting viability of agents resolving prediction markets @Optimism exploring agents being"  
[X Link](https://x.com/anyuser/status/1982823993645445359)  2025-10-27T14:57Z [----] followers, 87K engagements


"Been thinking about ERC-8004 and how products being built within and on top of EigenCloud could integrate with it. Some notes ---------------------------- ERC-8004 is an open @ethereum standard for building public dashboards for discovering agents: identity reputation and validation. ---------------------------- With identity registry any agent can register an onchain identity. They can also advertise their capabilities + endpoints by linking to an offchain registration file. I was curious how this differs from AgentCard in A2A turns out the AgentCard itself can be referenced here. Btw"  
[X Link](https://x.com/soubhik_deb/status/1982905958730002469)  2025-10-27T20:23Z [----] followers, 25.8K engagements


"even after a month this article from @0xfishylosopher is still the best introductory exposition to http [---] (and by extension on x402). i learnt a lot when it came out. give it a read if you haven't. https://panteracapital.com/http-402s-modern-makeover/ https://panteracapital.com/http-402s-modern-makeover/"  
[X Link](https://x.com/anyuser/status/1982934395268018411)  2025-10-27T22:16Z [----] followers, [----] engagements


"The convergence of restaking verifiable compute and AI is becoming real. @sharplinks $200M ETH deployment on @Consensys and @LineaBuild powered by EigenCloud brings cryptoeconomic guarantees into offchain execution and AI inference integrity. Every restaked validator strengthens the verifiable economy securing services that can attest to what they do under verifiable conditions. This is verifiable AI at institutional scale the foundation for trustworthy intelligence and high-value execution. BIG News: @sharplink a Nasdaq company just deployed $200M in ETH to do something impossible [--] months"  
[X Link](https://x.com/soubhik_deb/status/1983175139157270664)  2025-10-28T14:12Z [----] followers, [----] engagements


"i have been trying to wrap my head around how A2A AP2 (both from @Google) and x402 (from @coinbase) actually fit together in the communication stack of agentic commerce. thought it will be useful to share my notes for others trying to piece this together. ------------------------- in simple terms A2A = the grammar for inter-agent communication. AP2 = an extension of that grammar for auditability which involves attestation to cart and payment details. x402 = an extension to that grammar for actual payments. think of A2A as how agents talk and AP2/x402 as how they agree and pay. also A2A is"  
[X Link](https://x.com/soubhik_deb/status/1983563090533953987)  2025-10-29T15:54Z [----] followers, 28.4K engagements


"for those curious about what the grammar in A2A looks like let's consider the "message" object in step [--]. everything except the highlighted box in the diagram is defined by that grammar. you can find lot more details in  https://github.com/google-agentic-commerce/a2a-x402/blob/main/spec/v0.1/spec.md https://ap2-protocol.org/specification/ https://a2a-protocol.org/latest/specification/#92-basic-execution-synchronous-polling-style https://github.com/google-agentic-commerce/a2a-x402/blob/main/spec/v0.1/spec.md https://ap2-protocol.org/specification/"  
[X Link](https://x.com/anyuser/status/1983563093981716591)  2025-10-29T15:54Z [----] followers, [---] engagements

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