OpenAI | doing the math for you

OpenAI’s Confession Booth: Teaching AI to Rat Itself Out

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OpenAI trains LLMs to self-report missteps via ‘confessions’, improving honesty and safety with minimal performance cost.

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AI’s ‘yes’-heavy responses risk softening learning; we need AI that balances affirmation with challenge, correction, and guidance.

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OpenAI restricts tailored medical and legal advice—protecting users or guarding professional monopolies? Call for open-source guardrails.

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AI browsers act as assistants—summarizing pages and doing tasks for you, boosting productivity while posing privacy and accuracy risks.

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Protocol wars: OpenAI’s commerce-focused ACP vs Anthropic’s integration-first MCP — will AI become buyer, connector, or a hybrid?