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AI-Assisted Exploitation

Use of AI models and assistants to find, analyze, and weaponize software vulnerabilities, shortening the gap between disclosure and working exploits.

Current stories

securityOne report1 publisher

Attackers chain V8 Maglev bugs with sandbox escapes against Edge and Chrome builds missing the fix

Microsoft says attackers chained V8 Maglev code-execution bugs with V8 sandbox escapes against Edge and Chrome users who lacked the fixes. Chrome Stable's matching update arrived four days after Edge's, on 8 September.

Publishers:microsoftedge.github.io

Reality

Evidence50
Adoption
Not scored
Hype gap+15
Incentives60
Confidence55
investOne report1 publisher

An AI assistant reversed Georgia's ballot shuffling four years after researchers flagged the flaw

Princeton's Max Springer says a publicly available AI assistant unshuffled Georgia's May primary ballot records and then told him which public files it needed to attach names to them. The flaw was documented in 2022.

Publishers:fortune.com

Reality

Evidence62
Adoption28
Hype gap+12
Incentives48
Confidence55
buildOne report1 publisher

Probes hit a maintainer's webserver ten minutes after his fix PR went public

Anil Madhavapeddy's account of the cohttp 6.3.0 path traversal fix puts a number on the gap between publishing a patch and being probed for the bug it closes. The three alternatives he examined each cost a small maintainer something.

Publishers:tldrsec.com

Reality

Evidence42
Adoption18
Hype gap+32
Incentives40
Confidence45
buildOne report1 publisher

Opening the cohttp fix PR drew traversal probes within ten minutes

Anil Madhavapeddy patched a path traversal bug in OCaml's cohttp and found probes for it in his logs ten minutes after opening the fix PR. His own agent had already built the exploit from a bug-class hint.

Publishers:anil.recoil.org

Reality

Evidence52
Adoption44
Hype gap+14
Incentives55
Confidence57
securityOne report1 publisher

Exploitation of software flaws tops Verizon's 2026 intrusion list, up 31% year over year

An SC Media commentary builds its case from Verizon's 2026 breach data, JPMorgan's patch arithmetic and Endor Labs dependency counts. Every figure reaches operators secondhand, and the ratio of disclosed to patched is the one that survives the discount.

Publishers:scworld.com

Reality

Evidence44
Adoption
Not scored
Hype gap+34
Incentives68
Confidence52
securityConfirmed3 publishers

Public exploit code for CVE-2026-62911 is outpacing patching on 21,899 exposed Exchange servers

Microsoft patched the Exchange authentication bypass on August 11. Shadowserver's September 1 scan still counts 21,899 internet-facing servers unpatched, and NCSC-NL says working exploit code for full mailbox takeover is circulating.

Perspective Coverage

3 publishers
Builder
Builder 20%
Operator
Operator 68%
Investor
Investor 12%

Reality

Evidence72
Adoption30
Hype gap+18
Incentives70
Confidence68
securityOne report1 publisher

Congress asks GAO to price CISA's missing third, before the next 900 cuts land

House Democrats want the watchdog to measure what the loss of nearly 1,000 CISA staff did to the mission. The fiscal 2027 request would remove about 900 more, and GAO has not yet agreed to take the job.

Publishers:therecord.media

Reality

Evidence62
Adoption30
Hype gap+10
Incentives58
Confidence55