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LLMs can permanently "remember" factual edits and skill gains from context, retaining 99.8% of original performance after 50 sequential updates.
LLMs are evolving from reactive chatbots to proactive digital colleagues, fundamentally changing how AI can assist in complex tasks.
User feedback prediction can be learned, revealing critical performance gaps in AI assistants that traditional evaluation methods overlook.