Context rot

Recall degrades as the input gets longer even when the task stays exactly as hard. Chroma held difficulty fixed and varied only the filler across 18 models and roughly 194,000 calls; performance fell with length in all of them. Anthropic describes it as a gradient rather than a cliff. The working consequence is that a window has a useful capacity well below its stated one — which is why this catalog's handoff triggers at half.