
Dylan Kawalec
@ChaoticBeautys
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ZKP & TEE Researcher, Developer Relations @PhalaNetwork — host of https://t.co/MC1tccWKwB
San Francisco, CA
Joined January 2021
Not that Shocking revelation …Many law firms are entrusting sensitive legal data to AI tools without using confidential inference—exposing private info via public APIs. This hack on Williams & Connolly is a wake-up call for better security! 🚨 #CyberSecurity #LegalTech
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10 / The last six weeks have been 𝐬𝐨 intense. An incredibly complex technical and coordination puzzle. It was an honor to build with you guys! It truly felt like the early open-source days. Too many to list! Thanks @pcarranzav (@edgeandnode), @nxt3d (@unruggable_eth),
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How ai agents can be trusted to run on chain using TEE 🥰
🔥 E05 is LIVE! With the @blormmy founders, we unboxed Blormmy's: 📦 Agentic orchestration on Solana 📦 Deterministic key gen in TEEs 📦 Tweet-to-buy commerce with USDC Now live on YouTube, Spotify & Apple Podcast, hosted by @ChaoticBeautys and powered by @PhalaNetwork.
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RIP fine-tuning ☠️ This new Stanford paper just killed it. It’s called 'Agentic Context Engineering (ACE)' and it proves you can make models smarter without touching a single weight. Instead of retraining, ACE evolves the context itself. The model writes, reflects, and edits
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AI agents are crossing a threshold. They’re no longer just assistants answering questions. They’re domain experts that act, decide, and execute in complex systems. Enterprises now ask: How can we audit them automatically and securely at scale? Enter Phala x Vijil.
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It was quite a journey! Very glad we can be a part of it. Kudos to the dAI team!
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) is now
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Trustless & verifiable agent on Ethereum is going to be huge. Bullish on this, shout out to @marco_derossi @DavideCrapis work. @bgmshana @hashwarlock @ChaoticBeautys been working on supportive dev tools for 8004 agent build, looking forward!
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) is now
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Rob asked @bgmshana about @PhalaNetwork's main goal and what trust problem it is built to solve. "Everything we focus on is just to solve the trust problem." "You cannot really run any AI model on blockchain." "We want to make sure there's a software that is fully end-to-end
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What is a trusted OS, KMS, and gateway 😁 what else can trusted compute offer in web2? Predictions require sensitive data feeds to be verifiable perhaps. How can oracles be reliable when inference is used to determine fairness. #SFTECHWEEK
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POC ERC-8004 TEE registry contract is working!!! Now it works with both @PhalaNetwork's dstack offchain verifier and @sparsity_xyz's nitro enclave ZK-based verifier. More details coming
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Any goal clarified daily, and executed upon shall be realized.
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This is the kind of autism the government fears.
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Join us on 6th October at 8:00 PM UTC for an exciting Twitter Spaces on "Secure Prediction Pipelines: From Model to Inference to Trust" 🚀 We'll talk about how Ozak AI and @PhalaNetwork are building secure and confidential AI systems that keep your data private while delivering
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WireTap shows SGX on DDR4 can be broken via DRAM bus interposition, enabling forged attestation. ( https://t.co/wqR77lL9KB) Phala is deprecating SGX now. We’re moving to Intel TDX + NVIDIA Confidential Computing. ✅ Minimal impact on Phala, here's why 👇
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𝗜𝗧'𝗦 𝗢𝗙𝗙𝗜𝗖𝗜𝗔𝗟: 𝘇𝗸𝗩𝗲𝗿𝗶𝗳𝘆 𝗜𝗦 𝗟𝗜𝗩𝗘 𝗢𝗡 𝗠𝗔𝗜𝗡𝗡𝗘𝗧! And with it, the debut of $VFY - fueling the world’s first modular layer built just for zero-knowledge proof verification. A new infrastructure primitive has entered the space. A 🧵...
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At 12:00 PM PST. Tune into our livestream to cover Dstack/tee whitepaper QA and live demo
Happy Monday. Phala's Kickoff Community Call is right around the corner: tomorrow, Sep 30 at 11:30AM PST. For this Kickoff Call, we'll share the lastest dstack development, walk you through the dstack whitepaper, showcase a live developer demo and answer questions from the
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📃 2 Days until the dstack Whitepaper 📃 Did you know? The very first working version of dstack was solo-built in just 40 days by Phala's Core Engineer Kevin Wang @wy721 — complete with the prototypes of today's key features such as KMS and Zero Trust networking. 🐐 Note that
🦔 We're kicking off a countdown to the dstack whitepaper! For the next 3 days we’ll drop 1 fun fact about dstack — the zero-trust container that helps devs move, govern, and audit apps with ease — every day until the big reveal. 🛡️
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JUST IN: 🇺🇸 SEC to create new rules to allow crypto companies to launch products in the US without complying with previous regulatory requirements. Calling it an "innovation exemption" 🙌
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