Scaling Laws for Agent Harnesses via Effective Feedback Compute

Published
Source
arXiv
Paper number
273
Field
LLMs / NLP
arXiv ID
2605.29682

Key points

  • Step complexity, L, is the minimum number of reasoning or action steps required.
  • A higher-quality router greatly increases eta by ensuring that the model calls the right tool at the right time.
  • Better state management ensures that useful information is preserved and used, which prevents redundant interactions.

Paper links

External research summaries. These are not HDATF publications or measured product results.

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