The perpetrator of the shooting had their ChatGPT account suspended in June 2025 after OpenAI detected content from the user that presented "an indication of potential real-world violence." OpenAI banned the user and considered alerting authorities. However, OpenAI decided not to inform law enforcement after determining that the user had no credible plan to act out.
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ALiBi enables extreme compression: the 36-param leader uses ALiBi with slope log(10) for base-10 positional weighting, achieving 100% accuracy with a 2-layer decoder (d=5) in float64
Transforms can be stateless or stateful. A stateless transform is just a function that takes chunks and returns transformed chunks: