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.

Acontext: The Memory Implant Your AI Agents Have Been Dreaming About (While Forgetting Everything Else)

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Acontext – open-source context platform giving AI agents persistent memory, automatic skill distillation, SDKs & vector search.

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Self-evolving agents: off-the-shelf models bootstrap via Python REPL and curriculum to dramatically improve math, coding, and reasoning.

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Amazon blocks ChatGPT’s Shopping Research agent, sparking AI-shopping clashes as retailers and giants battle for consumer data and control.

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AI glitches: how noisy training data – typos, OCR errors, and rare glitch tokens produce baffling, humorous or harmful LLM outputs.