Meeting Notes from “CVE and AI Vulnerability Discovery” Virtual Conference Now Available

Meeting notes are now available from "CVE in an Era of AI-Enabled Vulnerability Discovery," a free public virtual conference hosted by the CVE™ Program on July 30, 2026. The purpose of the conference was to open a CVE community discussion about AI-enabled vulnerability discovery. The conference was presented as both a listening forum and a working forum, with the explicit goal of surfacing pressure points, practical responses, and areas where follow-up work may be needed rather than announcing a predetermined policy outcome.

Meeting notes from the conference are available here.

A video of the conference is also available on the CVE Program Channel on YouTube.

Key Conference Takeaways

An overview of the key takeaways from the conference, each of which is described in more detail in the meeting notes, is below.

• AI Is Increasing Pressure Across the Vulnerability Lifecycle — Higher report volumes are increasing workload across triage, validation, remediation, CVE assignment, and downstream vulnerability management.
• Prioritization Matters More as Volume Grows — Participants emphasized that more vulnerabilities do not automatically mean greater risk. Exploitability, exposure, and organizational context are increasingly important for determining which vulnerabilities require action.
• Quality and Validation Must Keep Pace — False positives, duplicate findings, hallucinations, and uneven report quality are creating additional work. AI can help scale triage and record development, but human verification remains important.
• Remediation and Automation Need Greater Investment — Participants stressed that discovery must be matched by the ability to fix vulnerabilities at scale. Automation, stronger remediation workflows, and better tooling were viewed as necessary responses to increasing volume.
• Open-Source Maintainers Need More Support — Resource-constrained maintainers are absorbing significant additional workload. Participants called for greater funding, expertise, patches, and tooling from organizations that depend on open-source software.
• CVE Data and Processes Need Continued Improvement — Participants identified gaps in product mapping, identifiers, enrichment, assignment, and interoperability that limit automation and create downstream confusion. Discussion supported further work on data standards and CVE processes but did not produce clear consensus on the scope of broader program changes.
• Education and Engagement — As an undercurrent to the primary discussion themes, many participants among both speakers and listeners pointed to a sustained need for increased engagement throughout the CVE community to share knowledge and enhance.

The full meeting notes are available as a PDF on the Resources page CVE website.

Attendee Survey

A post-conference survey will be sent by email sent to all attendees. Thank you in advance for completing the survey. Your responses will help us shape future CVE Program events on this topic.