#chain of thought

Articles tagged with chain of thought

2 articles

An editorial illustration showing an AI neural network tangled in its own thought chains, with glowing reasoning paths that loop back on themselves and a simple correct answer sitting just out of reach, rendered in deep indigo and warm amber tones

July 10, 2026

LLMs Can Think Too Much — And It's Making Them Wrong

The AI field spent two years proving that longer reasoning chains produce better answers. Now a wave of new research shows the opposite: beyond a certain point, more 'thinking' actively degrades performance. The overthinking problem is real, measurable, and it's forcing a rethink of how we deploy reasoning models.

LLM reasoningtest-time computeoverthinking

The Inference-Time Revolution: How Test-Time Compute Scaling Is Rewriting the Rules of LLM Intelligence

LLM Research & News

June 24, 2026

The Inference-Time Revolution: How Test-Time Compute Scaling Is Rewriting the Rules of LLM Intelligence

Pre-training scale isn't the only lever anymore. Test-time compute scaling lets models think longer at inference — and the results are reshaping how we measure AI capability.

test-time computeLLM reasoninginference scaling