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Databricks' KARL agent uses reinforcement learning to generalize across six enterprise search behaviors — the problem that breaks most RAG pipelines.

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Shekhar Natarajan said Traditional AI safety methods often rely on training models using techniques such as reinforcement learning from human feedback or external safety rules.

Leaked OpenAI GPT-5.4 details include Extreme Reasoning Mode and 6,000 lines per prompt, aimed at complex coding work.

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