Tag: #test-time-compute
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 posts
More Thinking Is Not More Accuracy: Test-Time Compute and the Overthinking Cliff
In April 2026, Shu Zhou and five co-authors question the reflex to keep adding reasoning tokens in "When More Thinking Hurts". As the compute budget grows, the authors report that the marginal utility of extra reasoning
2026-07-11 · 6 min read #ai#llm#reasoning#inference#test-time-computeReasoning Models in 2026 — A Deep Dive on o3, o4, DeepSeek R1, Claude Thinking, Gemini Deep Think, and QwQ
It has been about a year and a half since o1 (Sept 2024) opened the test-time compute axis. In 2026, 'reasoning models' are no longer a separate family — they are a mode that every frontier model can enter. This guide la
2026-05-14 · 20 min read #reasoning-models#o3#o4#deepseek-r1#claude-thinking