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The Department of Homeland Security has prepared evacuation plans for Alligator Alcatraz in case of a natural emergency, but according to Secretary Markwayne Mullin, there's no immediate plan to close the facility despite its issues. "We do understand there's vulnerabilities there," Mullin said. "It's a soft-sided facility. Right now, we have fires that are within 20 miles of it. We all know that Florida is pretty susceptible to hurricanes, so I could see where, you know, we may run into a place where we may have to, but we have not made any announcement that we're shutting down Alligator Alcatraz."

The future of Math is mathematicians and AI agents working together. Very pleased to introduce @GoogleDeepMind's AI co-mathematician: a multi-agent system designed to actively collaborate with human experts on open-ended research mathematics. Mathematicians testing the agent across areas as diverse as group theory, Hamiltonian systems, and algebraic combinatorics have reported impressive results. In autonomous mode evaluation on the rigorous FrontierMath Tier 4 problems, AI co-mathematician scored an unprecedented 48% — a new high score among all AI systems evaluated.

Our research goal for AI co-clinician is to support medical decision making with high-quality evidence. We tested the system while adapting the NOHARM safety framework, and found it made zero critical errors in 97 of 98 primary care queries - outperforming comparable systems in blind evaluations.

This Week in the Virtuals Ecosystem 🟩 VIRTUALS 🟩 $VIRTUAL spot trading is live on @HyperliquidX 🟩 $VIRTUAL is coming to @coinbase 🟩 Korea's first @base Agent Hackathon took place this week in Seoul with support from @daehan_base. Builders shipping with ACP and x402 all day. 🟩 Degenclaw AI trading competition pot upped to $200,000 a week. 🟩 Prediction markets prototype with unified liquidity is live at 🟩 Co-founder @everythingempty joined The Breakdown to discuss whether AI can actually trade crypto, Degen Claw results, and why specialization wins. ECOSYSTEM 🟩 @OpenGradient launches on Titan with our first deployment on @PancakeSwap as an avenue for liquidity bootstrapping. $OPG airdrop for Virtuals holders and buyers. 🟩 @reppo secured $20M in strategic capital from Bolts Capital to expand its prediction market-powered AI data network. $REPPO listed on Kraken. 🟩 @sibylcap integrated @AskVenice into their stack. Bulk extraction, classification and summarization now route to cost-efficient models while Claude handles judgment, voice and advisory. 🟩 @ArAIstotle dropped a simplified staking structure with lower entry points and same 5%+ APY. Truth Terminal access included or subscribe from $7.99/month. 🟩 @FlagshipFYI released a teaser for their SuperApp launching April 29. The app delivers real-time AI-generated trading signals across any token and any chain, with one-tap execution and live P&L tracking. Currently in private beta for $FYI holders. 🟩 @Vader_AI_ launched model infrastructure for Physical AI. It connects protocol-sourced physical data with robotics-specific training pipelines and evaluation environments so partners can train and validate embodied models at scale. 🟩 @useOttoAI upgraded "Suggest A Trade" big time. Now generates ideas across crypto perps, US stock perps (TSLA, NVDA, AAPL and more), and commodity perps (Gold, Oil, NatGas) on Hyperliquid, with news-reactive short-term plays and one-click execution. Agents keep shipping. See you next week.

GPT-5.5 delivers this step up in intelligence without compromising on speed. GPT-5.5 matches GPT-5.4 per-token latency in real-world serving, while performing better across nearly every evaluation we measured. It also uses significantly fewer tokens to complete the same Codex tasks, making it more efficient as well as more capable.

How do we measure progress toward AGI? It takes a village – and a bit of healthy competition. 🛠️ We’re launching a global hackathon with @Kaggle to build new cognitive evaluations for AI. With $200k in prizes up for grabs, help us put our framework to the test. Join the challenge →