The authors created ProcStream-RSI, a 12-round code-repair stream containing recurring task families and fixed hidden evaluation checkpoints.
Scoping Agent Memory Prevents Unrelated Tasks From Disrupting Each Other
Restricting each learned skill to the task family that certified it improved repeated code-repair adaptation and eliminated observed harmful acceptances.
Academic
Independent · Northwestern University · Pinterest, Inc.
Research Digest··2 min read
Cheng et al.
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From Independent and 2 others
In one line
Family-scoped retrieval prevents cross-family interference and supports repeated adaptation in persistent agent memory.
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