22 August 2026

AI models learning to internalize scaffolding capabilities during training

First reported

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  • Models trained with reinforcement learning in controlled environments absorb functions that were previously handled by external scaffolding, a framework guiding AI behavior.
  • Anthropic removed 80 percent of Claude Code's system prompt after the model learned to perform those tasks independently through training.

How it was covered