Tag: ALTK-Evolve

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Sep 16, 20267 min readAgent PlaybookIntermediate240 min build

Measuring and Improving Run-to-Run Consistency in Agents with ALTK-Evolve Guidelines

Learn a practical pipeline to measure run-to-run agent consistency (R=5), log full trajectories, and inject short ALTK-Evolve guidelines at inference to reduce flip failures.

agents consistency reliability evaluation ALTK-Evolve

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TutorialsFrance

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Apr 08, 20268 min readAgent PlaybookIntermediate120 min build

ALTK‑Evolve: Distilling Agent Transcripts into Reusable Guidelines for Long‑Term Memory

How ALTK‑Evolve converts agent interaction traces into short, human‑reviewed guidelines and injects only relevant rules at decision time to improve reliability on multi‑step tasks.

ALTK-Evolve agents long-term memory on-the-job learning Hugging Face

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IBM Research ReAct CUGA