The authors translated four cognitive-memory paradigms into controlled agent evaluations: interference, misinformation, consolidation strength and the reconsolidation window.
Memory benchmarks can hide how agents preserve and revise facts
MemProbe uses cognitive experiments to reveal whether agent memory systems overwrite, retain, attribute and order changing information appropriately.
Industry
UNC-Chapel Hill
Research Digest··2 min read
Ding and Wu introduce MemProbe, a framework for evaluating the stability-plasticity balance between preserving existing memories and incorporating new evidence.
Why this paper
From UNC-Chapel Hill · Released code
In one line
Aggregate accuracy hides how agent memory systems update, preserve, attribute, and temporally organize facts; four cognitive paradigms expose distinct stability-plasticity profiles.
What it released
Code
What we could check
- ✓Code link in the paper (github.com)
- ·No weights link found
- ·No dataset link found
- ·No compute details found
- ·No stated limitations found
- ·No benchmark numbers found
Observed from the paper text and links we have. Absence here means we did not find it, not that it does not exist.
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