[KongchangAI]
Concepttruncation ledger / context_ledger.py

Truncation Ledger

A mechanism for quantifying information loss during context truncation in agents. By simulating truncation strategies and counting the survival of key anchors, it converts the question of whether critical information was lost from a subjective judgment into a measurable metric.

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Oct 19

A truncated ledger without assertions is just a diary; assertions should be wired in so the pipeline fails when anchors are lost.

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