Glossary · Term

typed-state overlay

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Definition

Plain language

A small structured note an AI agent keeps alongside its prose memory to record exact values.

As stated in the literature

In Fukui- and aging-paper interventions, a structured external memory slot holding exact numerical or categorical state outside lossy prose compaction; used to preserve running budgets and other values across sessions.

Why it matters: It preserves exact values across long sessions where prose-only memory would round, blur, or simply lose them.

For example, an agent tracking a $500 budget might keep '$372.18 remaining' in a structured slot so it survives even when the surrounding chat history gets summarized.

Heard on the show

“A typed-state overlay, described in the appendix, that holds the kind of exact values the prose summaries kept smudging.”
Episode 086 — Why Frozen-Weight Agents Still Get Worse Over Time

Mentioned in 1 episode

  1. 086
    Why Frozen-Weight Agents Still Get Worse Over Time

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