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AI Decision Models and Their Impact on AI SOC Platforms

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Summary

TypeSafe AI released Jev on September 15, OpenAI opened a public beta of its Decisions API on October 6, and Cribl published cribl-decision, an open LoRA adapter. These decision models return typed choices, scores or probabilities instead of generated text, which a SOC can use to triage alerts. The article argues that a calibrated probability is only as good as the input it sees, since a model trained on alert titles and severity knows nothing about the host.