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The Ten-Hour Exploit Window: Why Agentic AI Just Rewrote Australia's Security Playbook
Frontier LLMs have collapsed the bug-to-exploit window from five months to ten hours, and agents have become a brand new attack surface. Here is what Australian regulated businesses need to do this quarter, and how it maps to the Essential Eight, CPS 234 and the Privacy Act reforms.

ValiDATA AI
2 days ago6 min read


From Tools to Outcomes: Why Agentic AI Is Quietly Replacing Vertical SaaS in Regulated Industries
Solo agents are becoming cooperating teams, software is becoming outcomes, and the buyer in regulated industries is being asked a different question. Here is what the shift to agentic AI and vertical AI means for boards, regulators and operators in 2026.

ValiDATA AI
6 days ago6 min read
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