Getting Language Models to Open Up on ‘Risky’ Subjects

Many top language models now err on the side of caution, refusing harmless prompts that merely sound risky – an ‘over-refusal’ behavior that affects their usefulness in real-world scenarios. A new dataset called ‘FalseReject’ targets the problem directly, offering a way to retrain models to respond more intelligently to sensitive topics, without compromising safety.  …

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Evolving from Bots to Brainpower: The Ascendancy of Agentic AI

What truly separates us from machines? Free will, creativity and intelligence? But think about it. Our brains aren’t singular, monolithic processors. The magic isn’t in one “thinking part,” but rather in countless specialized agents—neurons—that synchronize perfectly. Some neurons catalog facts, others process logic or govern emotion, still more retrieve memories, orchestrate movement, or interpret visual…

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