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AI has collapsed the cyber response window — resilience now starts before the attack

calendar_today July 8, 2026 domain venturebeat

Presented by Rubrik Enterprise cybersecurity is facing a fundamental speed problem. Frontier AI models are now enabling autonomous attacks that can move from initial access to full system breakout in as little as 27 seconds . That’s faster than any human-operated security workflow can detect, escalate, and respond.

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