Cyber Risks · The Hacker News

AI Decision Models and Their Impact on AI SOC Platforms

Summary: TypeSafe AI released Jev on September 15 as a System One decision model, OpenAI opened a public beta of its Decisions API on October 6, and Cribl published cribl-decision, an open LoRA adapter that runs locally. These models skip text generation and return a choice, score, or yes/no with a probability, priced at $42 per billion input tokens with responses in 70 to 500 milliseconds.

Why it matters: In the vendor's 2025 data covering 25 million alerts, 51% of machines with an active infection had already been reported as mitigated by the EDR, so a well-calibrated model fed only an alert title and severity field will confidently close a case whose input was wrong. Nearly 1% of real incidents traced back to the lowest severity levels, roughly 54 real threats a year at 450,000 alerts.

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