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I think loops were a short-lived patch for models that couldn't reliably keep working on long problems until they hit a defined goal Fable and GPT-5.6 (and probably Kimi K3 as well) can just do that out of the box, unassisted↗

·@simonw·Jul 23, 2026·essay·goal-completion·loops·model-reasoning

You just hired a million bad employees. AI was supposed to replace human labor. It did the opposite. For the first time in history, humans are cheaper than software. And AI is creating more jobs than it eliminates. --- Technology has always solved one problem by creating a…↗

·@gsivulka·Jul 15, 2026·media·agents·ai-workforces·claude-code·evals