{"data":{"id":"10f6214a-6c96-4e60-beaf-8347ea64bec0","title":"AI Decision Models and Their Impact on AI SOC Platforms","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.","solution":"N/A -- no mitigation discussed in source.","labels":["industry","research"],"sourceUrl":"https://thehackernews.com/2026/10/ai-decision-models-and-their-impact-on.html","publishedAt":"2026-10-16T11:30:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":["OpenAI"],"affectedVendorsRaw":["TypeSafe AI Jev","OpenAI Decisions API","Cribl cribl-decision","Laya"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-10-16T11:30:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.8,"researchCategory":null,"atlasIds":null}}