LLM | doing the math for you

Checklists: Apple’s Game-Changing Approach to Aligning AI and Their Proven Impact Across Critical Fields

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Checklists (RLCF) outperform reward models in aligning LLMs—boosting instruction-following, factuality and reliability.

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AI crawlers from Meta and OpenAI overload sites, inflating metrics and costs — a new engagement rating could protect the open web.

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Is AI a speculative bubble? Sky-high valuations, infrastructure spending, and insider warnings echo the dot‑com era—caution advised.

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BED-LLM uses Bayesian experimental design and EIG to enable LLMs to ask adaptive questions, boosting info-gathering and recommendations.

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Gibson’s ‘Colin’ meets ChatGPT: AI in schools boosts efficiency but risks surveillance, dependency, teacher sidelining, and eroded learning.