GPTs | doing the math for you

Transformers Are Injective: Why Your LLM Could Remember Everything (But Doesn’t)

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Transformers may be injective and invertible: hidden activations can reconstruct inputs—big gains for interpretability, major privacy risks.

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

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AI hype fuels an economic treadmill: data-center capex masks fragile growth, risking collapse if the illusion of progress fades.

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OpenAI unveils GPT: PhD‑level AI for coding, reasoning, health and business—free rollout now; Pro & Enterprise get advanced tools.

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AI slop amplifies journalism’s sensationalism—time to reform scraping, demand transparency, and empower media literacy.