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Gordon McTemper
@gordonMT
posted an article in
Technology
2026-07-27 04:00:08
·
Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction
Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction Overview of ABBEL compared to traditional recursive summarization. Beliefs replace the full interaction history as the agent’s working context, and belief grading improves performance by supervising the contents of each belief state.. As task horizons grow, LLM contexts can’t scale forever....
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