
Rare books are incredibly valuable for training LLMs, since these models have already trained on whatever's available online.
Amazon is purchasing rare books, removing their spines, and scanning them to use as training data for artificial intelligence language models. The company needs enormous amounts of text to train these systems, and rare or out-of-print books offer a valuable source of material that has not yet been ingested from the internet. Rare texts are particularly valuable for training because anything published before 2022 could not have been written by an AI system, which helps prevent "model collapse," a problem that occurs when AI systems degrade in quality after training on too much AI-generated text.

A hospital giant and radiology network turned to Palantir to streamline scheduling, but nurses and other staff say the new software is causing errors, burnout, and frustration.

With all the talk about how AI might one day kill us all, it's easy to forget that AI has already harmed some people psychologically. Circuit Breaker Labs has created "crash-test dummies" to solve that.

Learn how startups can choose GPT-6 models, tune reasoning effort, improve prompts and skills, coordinate tools, and prepare workflows for production.
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