2026

an archive of posts from this year

Aug 9, 2026 Interview Bank III · Discussion + BQ: think aloud, decide, defend
Aug 9, 2026 面试题库 III · Discussion + BQ:把判断讲出来、做选择、经得住追问(中文版)
Aug 9, 2026 Interview Bank II · Coding + Math: write it, do not read it
Aug 9, 2026 面试题库 II · Coding + Math:要写,不要只读(中文版)
Aug 9, 2026 Interview Bank I · Knowledge: LLM and ML foundations
Aug 9, 2026 面试题库 I · Knowledge:LLM 与 ML 基础复习(中文版)
Aug 9, 2026 Three Gates and Seven Buckets: What Frontier Labs Actually Test
Aug 9, 2026 Three Gates and Seven Buckets: What Frontier Labs Actually Test (中文版)
Jul 25, 2026 Where Training Data Comes From: Synthesis, Verification, and Distillation Across the Training Stack
Jul 25, 2026 Where Training Data Comes From: Synthesis, Verification, and Distillation Across the Training Stack (中文版)
Jul 25, 2026 Time Is the New Scaling Axis: Notes from OpenAI's ICML 2026 Q&A
Jul 25, 2026 Time Is the New Scaling Axis: Notes from OpenAI's ICML 2026 Q&A (中文版)
Jul 25, 2026 Continual Learning for Next-Generation Agents
Jul 25, 2026 Continual Learning for Next-Generation Agents (中文版)
Jun 28, 2026 Self-Evolving Agentic Harnesses
Jun 28, 2026 Self-Evolving Agentic Harnesses (中文版)
Jun 27, 2026 How Frontier Labs Train Large Language Models
Jun 27, 2026 How Frontier Labs Train Large Language Models (中文版)
Jun 27, 2026 Calibrating Long-Horizon Agents: Confidence and Uncertainty at Inference Time
Jun 21, 2026 What I Learned from RL and Agentic RL Interview Questions
Jun 21, 2026 What I Learned from RL and Agentic RL Interview Questions (中文版)
Jun 10, 2026 Environment Scaling for Agentic RL
Jun 10, 2026 Environment Scaling for Agentic RL (中文版)