Tag: #reasoning
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 7 posts
7 posts are tagged #reasoning; the most recent was published on 2026-09-06.
Often tagged together: #llm 6 #ai 3 #deepseek 2 #moe 2 #multimodal 2
Most read in the last 90 days:
How Reasoning Models Are Built — From Chain-of-Thought to GRPO, in Twelve Papers
o1, R1 and QwQ are not new architectures. They are long output optimised toward a gradeable objective. This traces the lineage through twelve papers — Chain-of-Thought (2022), STaR, PRM, DeepSeek-R1's GRPO, s1's budget f
2026-09-06 · 12 min read #ai#llm#reasoning#reinforcement-learning#grpoText LLM Technical Reports: What to Read, and How to Read Design Decisions Instead of Rankings
Nine text-LLM technical reports, each verified by opening the arXiv abstract page directly. What DeepSeek-V3, DeepSeek-R1, Qwen3, Gemma 3, Olmo 3, Kimi K2, MiniMax-01, Mellum2 and s1 each did that was new, and which limi
2026-08-12 · 7 min read #ai-papers#paper-review#technical-report#llm#moeWhat LLMs Cannot Do Is Not the Proof, It Is Setting Up the Premise
The ICML 2026 position paper Position: LLMs can not jump argues that generative AI has mastered induction and is rapidly conquering deduction, yet remains structurally unable to reach abduction, the act of producing a ne
2026-08-09 · 8 min read #ai#llm#reasoning#abduction#researchMore 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-computeLLM Landmark Papers Guide — From Attention to GPT, LLaMA, DeepSeek, o1, and Claude (with References, 2026)
Where do the real shifts in LLMs come from? From Attention is All You Need in 2017 to the reasoning models of 2026, this guide organizes the 20-odd landmark papers you must know, by era and theme. Each paper is compresse
2026-05-14 · 15 min read #llm#research-papers#transformer#gpt#llamaGemini 2.5 for Developers: A Practical Guide to Pro, Flash, and Flash-Lite
A practical guide to Gemini 2.5 as of April 12, 2026, covering how to choose Pro, Flash, or Flash-Lite, how reasoning changes workflow design, and what teams should actually ship in production.
2026-04-12 · 6 min read #google#gemini#gemini-2-5#coding#agentic-coding2025 AI Research Trends: Top HuggingFace Papers and 10 Defining Research Directions
A developer-focused review of HuggingFace trending papers and the 10 defining AI research trends of 2025. DeepSeek-R1 pure RL reasoning, Nemotron-Cascade 30B/3B MoE, GRPO, PagedAttention, million-token context limitation
2026-03-21 · 15 min read #ai-research#papers#huggingface#reasoning#moe