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Personalizing LLMs through a sociologically grounded framework reveals the hierarchical nature of user behavior, leading to significant performance gains across tasks.
Ditch the deep thought: this new agentic search framework slashes reasoning steps by 70% while boosting accuracy by prioritizing parallel evidence gathering.