Soubhik Deb (@soubhikdeb) / X

Soubhik Deb

1,148 posts

Soubhik Deb

@soubhikdeb

Head of Research @eigenlabs. Unleashing open agentic science. Co-host @postagixyz. Phd @uw, Undergrad @iitbombay.

San Francisco, CA

Joined June 2013

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Soubhik Deb
@soubhikdeb
10h
We already have a superintelligence. It's called civilization. Humans, institutions, and now AI agents all interact among each other in one big economy. @allisondman's take is that the real project in such a system is building and preparing AI enabled institutions on top of what
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Soubhik Deb
@soubhikdeb
Oct 27, 2025
Everyone’s hyped about x402 right now. Most haven’t realized it’s 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. @a16zcrypto’s state
Soubhik Deb
@soubhikdeb
Oct 29, 2025
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.
Soubhik Deb
@soubhikdeb
Dec 29, 2024
if you're a guy in your early 20s, deploy an AVS on @eigencloud go into debt if you have to
Soubhik Deb
@soubhikdeb
Dec 29, 2024
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
Gajesh
@gajesh
Dec 29, 2024
12 am pull request - verifiable agent inferencing with the reclaim (and opacity soon) integration, zkTLS ensures that every ai inference is authentic. no ambiguity, no compromises—just transparent, verifiable autonomy. built on eigenlayer, AVS transforms trust in ai systems.
Soubhik Deb
@soubhikdeb
May 3, 2025
Replying to @eduinZark
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
Soubhik Deb
@soubhikdeb
Oct 27, 2025
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
Soubhik Deb
@soubhikdeb
Oct 6, 2025
now that eigencloud is in mainnet alpha, it’s 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 >
Soubhik Deb
@soubhikdeb
Jan 9, 2025
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 2 of agent demo days with fellow hosts, @shawmakesmagic, @zjasper @gajesh
Soubhik Deb
@soubhikdeb
Sep 19, 2025
matthew’s 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 doesn’t solve this, foreign data still leaks. running
Jon Hernandez
@JonhernandezIA
Sep 19, 2025
📁 Matthew McConaughey says he wants a private LLM, fed only with his books, notes, journals, and aspirations, so he can ask it questions and get answers based solely on that information, without any outside influence.
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Soubhik Deb
@soubhikdeb
Jan 11, 2025
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!
Sreeram Kannan
@sreeramkannan
Jan 10, 2025
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
Soubhik Deb
@soubhikdeb
Jan 2, 2025
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
Soubhik Deb
@soubhikdeb
Oct 3, 2025
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
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EigenCloud
@eigencloud
Sep 30, 2025
AI’s trust problem ends today. We're thrilled to launch two new services, EigenCompute and EigenAI on EigenCloud. A new foundation for building truly verifiable apps and agents. One of the biggest upgrades to AI since the launch of GPTs. More 🧵 ↓
Soubhik Deb
@soubhikdeb
Jun 27, 2023
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 🧵