OpenAI's Sophos case study is part of a broader shift: AI is moving from security research into day-to-day incident investigation.
The appeal is obvious. Security teams drown in alerts, logs, and partial evidence, and AI can help summarize, correlate, and prioritize faster than manual triage alone.
The caveat is verification. Defensive AI is useful when it shortens the path to evidence, not when it creates confident summaries that analysts cannot audit.
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