Machine Heart

May 18, 2026 · Artificial Intelligence

ICML 2026: Teaching Large Models to Think and Speak – Turning “When to Speak” into a Learnable Strategy

The paper “When to Think, When to Speak” introduces Side‑by‑Side Interleaved Reasoning, a learnable disclosure policy that lets LLMs alternate between internal thinking and user‑visible answer fragments, reducing content latency while preserving or improving accuracy on math and scientific QA benchmarks.