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A Repeatable Start Beats a Perfect Study Ritual

A Repeatable Start Beats a Perfect Study Ritual

There is a quiet mismatch between how people describe a difficult task and how they begin it. “I need to finish the presentation” sounds like one intention, but…

Englishdev.to Productivity
Back-propagation for the rest of us

Back-propagation for the rest of us

Introduction In this short article notes we give an account of the famous back-propagation algorithm. We decouple it from the learning process and describe what…

Englishdev.to Machine Learning
Stop Letting the Worker Rewrite the Checklist

Stop Letting the Worker Rewrite the Checklist

TL;DR: When an AI agent works for days across many sessions, the failure is rarely that the model was not smart enough. In Anthropic's own controlled experiment…

Englishdev.to Machine Learning