
Models advertise million-token windows but accuracy degrades well before the limit. Three recent studies, the mechanisms behind the rot, and a practitioner playbook for what to do Monday.
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Retrieval-Augmented Generation Is Broken: How to Fix It

Distillation: How Small Models Eat Big Models for Lunch

World Models: When AI Learns Physics Instead of Memorizing Data

The Evaluation Crisis: We Do Not Know How Good Our Models Actually Are
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