# Black Hat preview: "Vulnerability Research in the Agentic Age." [Special Edition] Page: https://stenobird.com/podcast/cyberwire-daily-454880/black-hat-preview-vulnerability-research-in-the-agentic-age-special-edition Text version: https://stenobird.com/podcast/cyberwire-daily-454880/black-hat-preview-vulnerability-research-in-the-agentic-age-special-edition.md Podcast: [CyberWire Daily](https://stenobird.com/podcast/cyberwire-daily-454880) Published: 2026-08-02T05:00:00+00:00 Episode link: https://thecyberwire.com/podcasts/special-edition/102/notes Audio file: https://pdst.fm/e/pdrl.fm/85df76/traffic.megaphone.fm/CYBW2496139654.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/cyberwire-daily-454880/episodes/black-hat-preview-vulnerability-research-in-the-agentic-age-special-edition Duration seconds: 1443 ## Resource In this special edition, guest Yan Shoshitaishvili, Associate Professor, University of Arizona, joins host ⁠Dave Bittner⁠ to share a preview of his Black Hat USA 2026 keynote "Vulnerability Research in the Agentic Age." Join Yan and Dave to hear insights on the evolution of vulnerability research, the impact of AI and LLMs on cybersecurity, and the future of human expertise in the field. If you are heading to Black Hat, check out Yan's session on Thursday, August 6 at 9:15 AM. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/cyberwire-daily-454880/episodes/black-hat-preview-vulnerability-research-in-the-agentic-age-special-edition/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/cyberwire-daily-454880/black-hat-preview-vulnerability-research-in-the-agentic-age-special-edition.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.