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What a good data layer for AI-assisted CTI actually looks like
Part 2 of a planned series. Part 1 looked at the iceberg costs of running CTI on an AI agent. This part looks at the architecture that makes AI, and automation, useful instead. Part 1 ended on a question: which layer of the stack is your team best placed to own, and what does a…
June 30, 2026
Beyond Decay Curves: Rethinking IOC Scoring
This methodology now lives at /how-we-score/ as a short, evergreen reference — this post remains the full technical deep-dive. Most security teams assume IOC scoring is a solved problem. Indicators arrive from threat feeds, confidence values are assigned, decay functions reduce scores over time, and detections are prioritized accordingly. On paper, the process appears objective…
June 14, 2026


