Reading up on Thinking Machines
2 deep · digging since nov 27, 25
- AI researchers debate how close we are to recursive self-improvement
AI researchers contend that recursive self‑improvement is still far off, hampered by generalization limits, difficulty defining objectives, and alignment challenges rather than raw compute scaling.
- AI infrastructure in the "Era of experience"
As open-source LLMs commoditize due to fierce Chinese competition, companies can build defensible moats through custom RL models trained on proprietary environments using LoRA and GRPO.