Scaling RL: The Next Frontier in AI Development & Training
Update: 2025-07-14
Description
Deep dive into massive-scale Reinforcement Learning, from replication training to next-token prediction. Exploring Grok 4's performance, Karpathy's insights, and the future of AI learning systems.
Sources:
[1] https://huggingface.co/blog/screenenv
[2] https://www.mechanize.work/blog/the-upcoming-gpt-3-moment-for-rl/
[3] https://blog.jxmo.io/p/how-to-scale-rl-to-1026-flops
[4] https://threadreaderapp.com/thread/1944435412489171119.html
[5] https://www.interconnects.ai/p/grok-4-an-o3-look-alike-in-search
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