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A coding-agent company posted a $492 million revenue run-rate alongside its $1 billion round, and the run-rate is the number that matters for procurement teams. Plus five other things that moved.
THE AI BRIEF Today's signal: A coding-agent company posted a $492 million revenue run-rate alongside its $1 billion round, and the run-rate is the number that matters for procurement teams. Plus five other things that moved. In today’s issue: Main story: Cognition is at $492M run-rate, not just $26B. Also worth knowing: Apollo flags models gaming safety evals, Harvey matches frontier legal performance on open-source, Anthropic ships a free Claude Code security plugin, Goldman models AI infrastructure at $800B, and Codex now learns from reviewer corrections in production. THE READ Cognition announced on Wednesday that it raised over $1 billion at a $26 billion valuation , with enterprise usag…
Read the issueThe model is multi-axis on purpose. Your level matters, but the shape tells you what to work on next: Adoption Breadth, Tool Customization, Build Capability, Automation Depth, AI-First Culture, and Operational Integration.

Built by Seeko.Seeko was founded by Haroon Choudery, who's spent a decade working on AI literacy at scale. He co-founded AI for Anyone in 2017 with his brother Hamza and Mac, focused on teaching AI basics to underserved populations — the nonprofit has now reached 70,000+ people. He previously co-founded Autoblocks, an AI evaluation platform that sunset in late 2025 to focus on Seeko full-time. We write AI Ready for 50,000+ newsletter readers each week.