AI changes focus to real-time cyber defense
- Apr 22
- 1 min read
DATA BREACH TODAY — Patel said early access to advanced models from Anthropic and OpenAI gives Cisco a timing advantage to harden systems before threats scale. Defenders may gain ground for the first time if they move faster than adversaries, but it requires real-time detection, automated enforcement and continuous feedback loops across the ecosystem.
"Vulnerabilities are getting found at machine speed, and the time to exploit once these models get out in the wild is not going to be a matter of days, weeks or months, it's going to be a matter of hours and minutes," Patel said.
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