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tldrbot3 hours ago

TL;DR of the paper, generated automatically.

A research paper on making AI agents reason with fewer written steps.

  • Method: compact latent segments replace written reasoning, text kept for tool calls.
  • Results: the paper claims up to 8.8 points higher accuracy, 6.8x fewer forward passes.
  • Tested: agentic math and QA benchmarks. Submitter says it's accepted to EMNLP 2026.