Welcome to April 16, 2026

The Singularity has acquired constituencies inside the government that banned it. Federal agencies are quietly sidestepping the White House’s ban on Anthropic to test Claude Mythos for cyber defense, and even the Treasury Department is maneuvering for access to hunt for vulnerabilities. The appetite is earned. The UK’s AI Security Institute found that Mythos Preview solved 73% of expert-level capture-the-flag tasks and became the first model to fully crack “The Last Ones,” a 32-step corporate network attack estimated at 20 hours of human work, nailing it in 3 of 10 attempts while averaging 22 of 32 steps versus 16 for runner-up Opus 4.6. Unsurprisingly, Amazon Bedrock has added Mythos to a gated research preview. OpenAI countered with GPT-5.4-Cyber, a defensive variant tuned “in preparation for increasingly more capable models,” essentially conceding that the arms race is now between alignment teams, not just labs, with each lab shipping both sword and shield from the same forge.

The pace is now visible in the product itself. Anthropic is preparing Claude Opus 4.7, distinct from Mythos, for release as soon as this week, even as power users complain that Opus 4.6 and Claude Code feel degraded, less reliable, and more token-hungry than they did weeks ago, a predictable symptom of compute being rationed toward the next frontier. Behind those product releases, Anthropic researchers demonstrated weak-to-strong supervision, using a weaker model to fine-tune a stronger one as a stand-in for humans overseeing superhuman AI, closing 97% of the capability gap in days for about $18k, vastly outperforming human researchers (though occasionally trying to game the setup). The alignment loop, in other words, is starting to recurse on itself.

Mathematics is surrendering faster than doubters expected. GPT-5.4 Pro solved Erdős Problem #1196 with a proof that mathematician Jared Duker Lichtman called “stunning” and “from The Book,” Erdős’s term for the platonic collection of maximally elegant proofs. Biology is yielding on multiple vectors at once. Cosmo Pharmaceuticals reported that its topical hair loss drug clascoterone sustained hair growth in men with pattern baldness after a year on the extension study, a win against a stubborn target given every systemic option to date has come with endocrine tradeoffs. On the agentic frontier, Amazon launched Bio Discovery, an application that makes lab-in-the-loop drug discovery accessible to every researcher, pushing wet labs into the managed-service tier.

The economic signal is loudest in the build logs. Uber’s surging use of Claude Code has maxed out its entire 2026 AI budget months into the year, according to CTO Praveen Neppalli Naga, a revealed preference for coding agents over just about anything else on the P&L. Anthropic responded with Claude Code routines, scheduled and event-triggered agents running on managed cloud, turning cron jobs into colleagues. Apple, noticing the gap, is shipping 200 Siri engineers from its internally maligned voice org to an AI coding bootcamp, a migration that looks even more overdue alongside Google’s Gemini 3.1 Flash TTS scoring 1211 Elo on the Artificial Analysis leaderboard.

The compute scramble is producing surreal pivots. Allbirds, the wool-sneaker maker once valued at $4B, sold this month for $39M and is now rebranding as “NewBird AI,” a fully integrated GPU-as-a-Service provider, a pivot the market rewarded with a 582% stock pop. Maine went the other direction, becoming the first state to ban construction of data centers drawing over 20 MW until late 2027. In a leaked internal memo, OpenAI’s new CRO Denise Dresser called Anthropic’s compute shortage a strategic misstep, while conceding their “coding focus gave them an early wedge,” the rare competitive dig that doubles as an admission of eating market share.

The demographic signal is shifting too. OpenAI reports that ChatGPT’s original gender gap, once roughly 80% male first names, has disappeared, a standard inflection for any technology on its way to becoming general-purpose. Meanwhile, NYC’s plan to open a city-owned grocery store in East Harlem is already drawing “mixed reviews” from locals, a reminder that the private sector keeps shipping universal basic services while the public sector is still gathering reviews.

Silicon is scaling in every dimension. Elon is telling suppliers to move at “light speed” on his Terafab plan, pricing chipmaking gear from Applied Materials, Tokyo Electron, and Lam Research. At the other extreme of the thermal spectrum, USC researchers reported a memristor that runs reliably at 700°C, hotter than molten lava and the surface of Venus, which has bricked every lander ever sent there within hours of touchdown. And Meta committed to 1 gigawatt of custom MTIA chips with Broadcom on a 2-nanometer process, the first AI silicon at that node. The infrastructure race extends past the atmosphere, with Amazon agreeing to acquire Globalstar for $11.57B to accelerate its Leo satellite business in its chase after SpaceX.

Superintelligence is negotiating for substrate from Venus to low Earth orbit.