Whitepaper/Guide
The Remediation Gap: Why the Real Vulnerability Crisis Lives Downstream of Discovery
by Brad Hibbert, COO & CSO//1 min read/
Anthropic's Mythos changed the math on vulnerability discovery. The bottleneck has shifted — and it's not where most programs are investing.
AI-powered vulnerability discovery has reached machine speed. Exploitation windows have compressed from months to hours. But remediation still runs at the pace of change management, maintenance windows, and cross-team handoffs.
That gap is where organizations are most exposed.
This whitepaper walks through why the remediation stage has failed to scale with discovery — and what security and operations teams can do about it. Inside:
- Why Mythos-era finding volumes make the structural sources of delay impossible to defer
- How to rethink the security-to-operations handoff using a decision support model
- What to build now before the next wave of AI-assisted vulnerability discovery arrives
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