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Sean Ren
Sahara AI 🔆
1,209 posts
@xiangrenNLP

Sean Ren

Sahara AI 🔆
@xiangrenNLP
🍦Building @SaharaAI🍦| Professor @USCViterbi @nlp_usc | @MIT TR 35 , @ForbesUnder30 | Prev: @allen_ai, @Snapchat, @Stanford, @UofIllinois
seanre.com
Joined August 2012
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  • Pinned
    @xiangrenNLP
    Sean Ren
    Sahara AI 🔆
    @xiangrenNLP
    Mar 5
    We just published @SaharaAI's 2026 vision — and I want to share some of my own thinking behind it. When we started Sahara, the bet was that AI agents would eventually need more than just great models. They'd need trust. They'd need a way to prove what they did, compensate the
    @SaharaAI
    Sahara AI 🔆
    @SaharaAI
    Mar 5
    Article cover image
    Article
    Building for the Agentic Era: Sahara AI’s Vision for 2026
    TLDR: While every other company is still figuring out AI agents, Sahara AI has been running them in production for years, with 40+ enterprise clients and tens of millions in revenue. 2026 is when we...
    75
  • @xiangrenNLP
    Sean Ren
    Sahara AI 🔆
    @xiangrenNLP
    Mar 12
    We've been thinking a lot about trust in AI agents — specifically, trust in the developer running it. Right now, there's no way to verify that the safety guardrails an agent claims to have are actually enforced. New work w/ @XisenJ @aarzchan et al. tackles exactly this. Paper,
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  • @xiangrenNLP
    Sean Ren
    Sahara AI 🔆
    @xiangrenNLP
    Feb 6
    As weekend project, our dev made this open-source Mac App for @openclaw — with a few clicks you will: - Run OpenClaw agent on your local, with EIP 8004 identity - A stablecoin wallet for your agent allowing for x402 payment - Easy adding skills & connect to Telegram It’s also
    @SaharaAI
    Sahara AI 🔆
    @SaharaAI
    Feb 5
    Article cover image
    Article
    Introducing ClawApp: OpenClaw, Made Easy
    Today we’re releasing ClawApp, the first open-source desktop application that makes OpenClaw dramatically easier and more accessible for everyday users. OpenClaw is powerful. It showed the world what...
    6
  • @xiangrenNLP
    Sean Ren
    Sahara AI 🔆
    @xiangrenNLP
    Feb 3
    Personal agents like @openclaw can operate on properitary info and tools. But it’s lacking trust & economic value exchanges. Here’s what we’re doing @SaharaAI 👇 1. ClawGuard: Proof-of-guardrails on TEE —> agents are safe to interact with at scale 2. x402 extensions for
    @XisenJ
    Xisen Jin
    @XisenJ
    Feb 3
    #Openclaw agents are deployed & communicating at scale 🚀 But how do we trust a remote agent is safe? As a research scientist at @SaharaAI, we prototyped ClawGuard - enabling cryptographic proof that a private agent runs behind known guardrails. Github: github.com/SaharaLabsAI/V…
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  • @xiangrenNLP
    Sean Ren
    Sahara AI 🔆
    @xiangrenNLP
    Dec 13, 2025
    Just joined an incredible panel on the @Nasdaq #TradeTalks to discuss the decentralized AI, AI privacy & where innovation meets policy making. Grateful for the dialogue and ecosystem driving real-world impact #NASDAQ #AI
    @TradeTalks
    TradeTalks
    @TradeTalks
    Dec 11, 2025
    .@centrifuge @anemoycapital @SaharaAI & @aztecnetwork join @JillMalandrino on @Nasdaq #TradeTalks to discuss developing proactive AI policy that balances national security, consumer privacy, governance, and economics. x.com/i/broadcasts/1…
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REPLAY
@TradeTalks
TradeTalks
@TradeTalks
Developing a Proactive AI Policy That Balances National Security, Consumer Privacy & Economics
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