Why does AdamW matter for AI governance?

AdamW has become the standard optimizer for LLM training including all major models from GPT-3 onward — GPT-4, Claude, Gemini, Llama, Mistral, Qwen, and most open-source models all use AdamW with weight decay typically in the 0.01-0.1 range. The platform stre