| 02_companies/OpenAI | 45 |
| 02_companies/Anthropic | 17 |
| 02_companies/GOOG | 13 |
| 04_knowledge_base/Large language model | 11 |
| 04_knowledge_base/Mid-training | 10 |
| 02_companies/META | 9 |
| 04_knowledge_base/Post-training | 9 |
| 04_knowledge_base/Pre-training | 9 |
| 04_knowledge_base/RL environments | 8 |
| 02_companies/Amazon | 7 |
| 04_knowledge_base/GDPval | 5 |
| 02_companies/Surge AI | 5 |
| 04_knowledge_base/Google Gemini | 4 |
| 02_companies/GitHub | 4 |
| 02_companies/Mercor | 4 |
| 02_companies/Together AI | 4 |
| 04_knowledge_base/AWS | 3 |
| 04_knowledge_base/ChatGPT | 3 |
| 04_knowledge_base/Grok | 3 |
| 02_companies/xAI | 3 |
| 02_companies/Medra | 3 |
| 04_knowledge_base/Qwen | 3 |
| 04_knowledge_base/UI Gyms | 3 |
| 02_companies/DeepMind | 3 |
| 04_knowledge_base/HBM | 2 |
| 02_companies/MSFT | 2 |
| 04_knowledge_base/ARC-AGI | 2 |
| 02_companies/Salesforce | 2 |
| 04_knowledge_base/Anthropic Claude | 2 |
| 04_knowledge_base/AlphaGo | 2 |
| 02_companies/Handshake (AI Data Company) | 2 |
| 02_companies/Adaptive ML | 2 |
| 04_knowledge_base/Model Context Protocol | 2 |
| 04_knowledge_base/Foundation models | 2 |
| 02_companies/Applied Compute | 2 |
| 04_knowledge_base/AlphaEvolve | 2 |
| 03_industries/AI data foundry產業 | 2 |
| 02_companies/Aboda.ai | 2 |
| 04_knowledge_base/Multi-agent architectures | 2 |
| 04_knowledge_base/Trainium | 2 |
| 02_companies/NVDA | 1 |
| 04_knowledge_base/GPU | 1 |
| 02_companies/Cursor | 1 |
| 04_knowledge_base/CUDA | 1 |
| 04_knowledge_base/Claude Code | 1 |
| 02_companies/DeepSeek | 1 |
| 02_companies/7735.T | 1 |
| 04_knowledge_base/AlphaFold | 1 |
| 04_knowledge_base/AGI | 1 |
| 04_knowledge_base/Recursive language models | 1 |
| 04_knowledge_base/Critical Path | 1 |
| 04_knowledge_base/SWE-smith | 1 |
| 02_companies/Z.ai | 1 |
| 04_knowledge_base/IC design verification | 1 |
| 02_companies/Benchling | 1 |
| 04_knowledge_base/Frontier Science (AI Evaluation) | 1 |
| 04_knowledge_base/OpenAI Feather | 1 |
| 04_knowledge_base/Self-play | 1 |
| 02_companies/Moonshot AI | 1 |
| 04_knowledge_base/Supervised Fine-Tuning | 1 |
| 02_companies/Periodic Labs | 1 |
| 04_knowledge_base/SWE-rebench | 1 |
| 02_companies/Baseten | 1 |
| 04_knowledge_base/Lab automation | 1 |
| 02_companies/Fleet (AI Data Company) | 1 |
| 04_knowledge_base/Reinforcement Fine-Tuning | 1 |
| 04_knowledge_base/OpenAI Codex | 1 |
| 04_knowledge_base/Tinker RL training platform | 1 |
| 02_companies/Prime Intellect | 1 |
| 04_knowledge_base/Tokenomics | 1 |
| 04_knowledge_base/Windsurf | 1 |
| 02_companies/Novo Nordisk | 1 |
| 02_companies/Scale AI | 1 |
| 02_companies/UBER | 1 |
| 04_knowledge_base/RL for Science | 1 |
| 04_knowledge_base/Genomics | 1 |