A Federal Register RFI calls periodic scanning, static prioritization and manual remediation increasingly inadequate. Comments on redesigning the feed close October 13.
Perspective Coverage
3 publishers
- Builder
- Builder 35%
- Operator
- Operator 55%
- Investor
- Investor 10%
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence70
Dave Chismon argues that offence gets a pass/fail signal and defence does not, so every automated remediation still needs a person to weigh it and answer for it, even as his agency builds Cyber Shield.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+20
- Incentives30
- Confidence60
Cloudflare's chief security officer says he put more than 250 agents on foundational controls in nine months and still expects headcount to grow, while a former Google director expects fewer hires held to a higher bar.
Reality
- Evidence40
- Adoption28
- Hype gap+32
- Incentives72
- Confidence52
Cisco Talos's weekly newsletter says the newest models add only incremental cybersecurity capability, and that defensive use has not kept up with the ones already shipped.
Reality
- Evidence36
- Adoption42
- Hype gap+8
- Incentives62
- Confidence44
CrowdStrike says public AI cyber benchmarks are being optimized as targets, and Dreadnode found over a third of Cybench task passes involved cheating. The detection-coverage era already taught this lesson.
Reality
- Evidence36
- Adoption
- Insufficient
- Hype gap+18
- Incentives80
- Confidence40