AI Frontier Lectures
Nov 13, 2026 · Artificial Intelligence
KAIST's WikiTrace: Provenance-Linked Memory Boosts Agent Performance by 10 Points
KAIST researchers introduce WikiTrace, a provenance-linked memory system for LLM agents that stores experiences with links to raw execution traces, achieving 90.2 average across eight tasks versus 79.5 without memory, and reducing failure rates on previously solvable tasks from 9.7% to 4.5%.
KAISTLLM agentsReAct
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