
tao reflexivity drastically misunderstood
Austin Barack
8.5K posts

@AustinBarack
Founder and Managing Partner @relayercapital. Previously Partner @coinfund_io. Supporting founders w/ protocol design, gtm, and tokenomics. nfa/dyor

tao reflexivity drastically misunderstood





JUST IN: Hyperliquid now trades more oil, gold, and silver than crypto.


Templar completed the largest distributed and open LLM pre-training run in history. $SN3 is trading at a $40MM mcap. Right now it is not yet listed on any CEXs. A lot of alpha just researching what's interesting and leaning into onchain friction points before it is easy

Venice just shipped end-to-end encrypted AI inference. Every major AI platform today runs on the same basic trust assumption. You have to trust the provider to handle your data responsibly. @AskVenice has operated with a slightly different architecture. Conversations are stored locally on your device and prompts are not persisted server-side. When you use frontier models, Venice proxies the request so the provider never receives your identity data. However, the same trust assumptions still apply here. If Venice or a partner wanted to intercept data, nothing in the architecture would prevent it. The new launch introduces two hardware-enforced privacy modes. TEE runs inference inside secure hardware enclaves operated by NEAR AI Cloud and Phala Network, isolating computation from the host OS and infrastructure operator. Remote attestation ties a cryptographic certificate to the physical hardware so anyone can independently verify the model is running inside a genuine enclave. You no longer need to trust the GPU operator but you are still trusting Venice's transit layer. E2EE removes that remaining trust assumption. Prompts are encrypted on device before transmission, stay encrypted through Venice's infrastructure, and only decrypt inside the verified enclave. Venice cannot see your data at any point during normal operation. The tradeoff is that responses may be slower, web search and memory are disabled since they would require decryption outside the enclave. Both modes currently run on a handful of open source models through NEAR AI Cloud and Phala Network and are exclusive to Pro subscribers. How robust these guarantees are in practice depends on the attestation implementation and whether independent audits confirm the claims.

Today we passed 2,000,000 registered users on Venice 13 months to our first million. Half that to the next To every builder, creator, and free thinker who choose privacy: this is your milestone The uncensorable are unstoppable


Venice AI just released End-to-End Encryption Verifiable by any external party Vires in numeris Here's how it works 🧵

Venice AI just released End-to-End Encryption Verifiable by any external party Vires in numeris Here's how it works 🧵

Venice AI just released End-to-End Encryption Verifiable by any external party Vires in numeris Here's how it works 🧵

Venice AI just released End-to-End Encryption Verifiable by any external party Vires in numeris Here's how it works 🧵

Venice AI just released End-to-End Encryption Verifiable by any external party Vires in numeris Here's how it works 🧵

MiniMax just dropped M2.7 and it’s legitimately scary: “88% win-rate vs M2.5… 56.22% SWE-Pro… on par with Sonnet 4.6 in OpenClaw… reduced intervention time to 3 minutes.” Self-evolving agentic model at 1/3 the cost of frontier stuff. The coding arms race just got faster. Who’s testing this first?

All of a sudden y’all are expecting traditional exchanges who are literally the textbook examples of heavy, slow, incumbent organizations bogged down by regulation to start innovating like prime steve jobs or something