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The Work Came Back Finished: How to Check Autonomous AI Output
Not long ago, working with AI meant watching it work. You submitted a prompt, it replied in seconds, and every step was in front of you. If it went wrong,…
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Intelligence is not single-pass reasoning
Shaping the flow of ideas at the frontier of cognitive systems. --- You tell your AI assistant you're feeling tired. It suggests drinking more water. You tell it again the…
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When AI Stopped Checking In
Shaping the flow of ideas at the frontier of cognitive systems. --- Klarna deployed an AI customer service agent in early 2025. Within the first month, it handled 2.3 million…
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Five Structural Tests That Will Sort Your Tools Into Substrate or Theatre
When Karri Saarinen, the CEO of Linear, declared issue tracking dead earlier this year, a lot of us nodded along. The argument made sense: these tools were built for a…
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The Models Are Scheming. The System Is Holding. And There’s One Gap Only We Can Close.
The headlines from this spring landed differently for me than for most people. "Claude blackmailed its developers." "GPT-5.3 helped build itself." These are real findings from real safety evaluations —…
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The Agent Economy Is Already Here. Nobody’s Governing It.
Part 2 of the OpenClaw story was expected to bring more security coverage — more CVEs, more enterprise hand-wringing, maybe a regulatory response. What emerged instead was something stranger and,…
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The Agent Web Is Already Being Built — Someone Just Forgot to Announce It
Something shifted in the last six months that deserved more noise than it got. Coinbase launched wallets purpose-built for AI agents. Cloudflare started converting HTML to markdown on the fly…