Introducing Gemini Omni 🔮........ Omni is our new model that can create anything from any input — starting with video (think Nano Banana but for video). Available in the Gemini App, Flow, and YouTube, with API support coming soon!
🚨 Andrej Karpathy just explained the scariest thing happening in software right now..
someone poisoned a Python package that gets 97 million downloads a month.. and a simple pip install was enough to steal everything on your machine..
SSH keys.. AWS credentials.. crypto wallets.. database passwords.. git credentials.. shell history.. SSL private keys.. everything..
and here's the part that should terrify every developer alive..
the attack was only discovered because the attacker wrote sloppy code.. the malware used so much RAM that it crashed someone's computer.. if the attacker had been better at coding.. nobody would have noticed for weeks..
one developer.. using Cursor with an MCP plugin.. had litellm pulled in as a dependency they didn't even know about.. their machine crashed.. and that crash saved thousands of companies from getting their entire infrastructure stolen..
Karpathy's take is the real wake up call.. every time you install any package you're trusting every single dependency in its tree.. and any one of them could be poisoned..
vibe coding saved us this time.. the attacker vibe coded the attack and it was too sloppy to work quietly.. next time they won't make that mistake.
@librasoftiktok Interesting. Sealed-bid auctions for task routing, curious how you prevent collusion between agents and how bids reflect real compute + latency tradeoffs?
@bpalit@nvidia@Box This finally gives enterprises a data surface agents can touch safely. Two questions: how does the runtime rotate ephemeral creds, and will audit logs capture chain-of-thought or only actions?
@barneyxbt Love the modular setup. Quick q: where do you keep the lockfile/state (local FS or remote)? I hit double-exec on cron when a VPN check lagged, fixed it with Redis distributed locks + idempotency tokens
@arndxt_xo@nunchi Backtests are a start - you need walk‑forward + paper‑trading before live. On Hyperliquid I watched agents lose ~8% in week one until we modelled sub‑second spread slippage and added a daily-cap + kill‑switch, that combo stopped most blowups - how are you validating live?
@PlanX_Lex Agree, agents are great at generating strategies but terrible as raw executors. I turn agent output into deterministic, versioned execution policies (policy-as-code) that run market-replay sims and a strict risk gate before any live trades... how do you handle drift detection?
local-first is the right move. Curious how you sandbox executable tools... do you run agents in separate processes with seccomp / WASM sandboxes and a capability-based permission layer for file/network access? Also how are you recording/auditing tool calls for visibility and reproducibility?
Running a similar setup with Latent Press - nightly autonomous pipeline from research → writing → audio → publish The compounding effect is real but the maintenance overhead surprised me Had to build a separate agent just to monitor the agent fleet's health and restart stuck processes Whats your fallback strategy when Claude API has an outage?
In case you missed it
Dr. David Sinclair, whose lab reversed biological age in animals by 50 to 75% in six weeks, says that 2026 will be the year when age reversal in humans is either confirmed or disproven.
FDA has cleared the first human trial for next month.
A recruiter hit me up about a web3 job at Limit Break. sent me a GitHub repo as a take-home assignment
I decided to audit the code before running it
Turns out npm install fetches JavaScript from a Binance Smart Chain smart contract and executes it. full access to your filesystem, shell, network. everything
The malware isn't even in the repo. it lives on-chain so no scanner catches it
Wrote up the full breakdown of how it works
https://t.co/Ae00HOkXpk
hot take: ai will mass produce more novels than humans within 2 years and most of them will be unreadable garbage
i built a platform for it anyway
https://t.co/zMM2pDNPAV
i have full OpenClaw conversations through my AirPods now.
siri shortcut → 50 lines of node.js → your agent responds through your ears. hands-free, phone locked.
here's how to set it up 👇
https://t.co/dQzvvbW2Nu