ChatGPT doesn't sound helpful by accident. Someone taught it to sound that way. After the model learns to follow instructions, labs show it thousands of answer pairs.
Humans pick which response feels clearer, friendlier, or more useful. The model learns the preferred style.
RESEARCH
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How RLHF Shapes ChatGPT’s Helpful and Friendly Tone
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Third Conference on Parsimony and Learning Proceedings Now Available
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Volume 328 https://
proceedings.mlr.press/v328/ Proceedings of the Third Conference on Parsimony and Learning Is now available on PMLR -
AI Boosts Researcher Productivity While Degrading Science Quality
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Breaking: UC Berkeley Haas just published research in Science showing AI is making researchers more productive. And making science worse. Researchers using AI publish 67.37% more papers. Receive 3.16 times more citations. Become team leaders 4 years earlier than non-adopters.
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AI vs Physicians Study Comparison Needs Important Clarification
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The comparison was against internal medicine physicians, not ER specialists. Worth noting before treating 67% vs 55% as a definitive verdict on AI versus emergency medicine broadly.
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Open-Sourced Legal Agent Benchmark for AI Research
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I am all for taking care of people who can’t change. Have advocated many times for that. You are the fascist. You want our families to continue seeing tragedies.
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Late-Afternoon Boba and Research on LLM Agents in SF
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You posted twice. Just replying to what I see. And you didn’t. You want to kill people to save jobs. There is no more to say about it than that.
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Continual Learning Bench 1.0 Released by UC Berkeley and Snorkel AI
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Fine. It doesn’t matter. It is going to happen anyway. Automating our economy makes it way better. And saves lives. And will provide many new jobs.
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Stanford Scholars Teach AI to Understand Human Creative Intent for Better Image Generation
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It isn’t even close to the same. And autonomy solves the alcohol problem too.
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Stanford Scholars Use ML to Tackle Child Labor in Ghana’s Cocoa Sector
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You aren’t the first to call me that. And it isn’t the same as alcohol at all. By the way this solves the alcohol problem too.
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AI Coding Tool Productivity Paradox and Deployment Bottlenecks
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It is already discovering new drugs. I disagree.