Strengthen your technical foundations with Brilliant! Visit to start learning for free and save 20% off an annual premium subscription. Resources: Notebook: Blog: Verifiers: PII Environment: Trained Model: PII Dataset Subset: Tinker: Asymmetry of Verification Blog: Cursor Composer Blog: A Survey of RL for LLMS: Apple RL Research: RLHF Paper: Chapters: 00:00 - Introduction 01:23 - Brilliant! 02:37 - The LLM Training Lifecycle 04:44 - RL Refresher 10:20 - Reinforcement Learning with Verifiable Rewards 17:06 - Creating an Environment 21:23 - Creating Reward Functions 24:38 - Programming the Environment 32:28 - Training an LLM with RLVR 36:30 - Takeaways #ai #programming #datascience This video is sponsored by Brilliant