{"podcast":{"title":"Cybersecurity Tech Brief By HackerNoon","slug":"cybersecurity-tech-brief-by-hackernoon-6365646","podcast_index_feed_id":6365646,"rss_url":"https://feeds.transistor.fm/cybersecurity-tech-brief-by-hackernoon","website_url":"https://hackernoon.com/c/cybersecurity","image_url":"https://img.transistorcdn.com/FGIwueC9IDCZTR6LxgKkyddWnFNh4fbI5rAnEZblWk8/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjY2LzE2ODM1/ODIzNTYtYXJ0d29y/ay5qcGc.jpg","author":"HackerNoon","episode_count":100,"summary":"Learn the latest Cybersecurity updates in the tech world.","last_synced_at":"2026-07-18T18:18:14.433062+00:00","page_url":"https://stenobird.com/podcast/cybersecurity-tech-brief-by-hackernoon-6365646"},"episode":{"title":"AI in Cybersecurity Is Not What Vendors Are Selling You","slug":"ai-in-cybersecurity-is-not-what-vendors-are-selling-you","published_at":"2026-07-14T16:01:33+00:00","page_url":"https://stenobird.com/podcast/cybersecurity-tech-brief-by-hackernoon-6365646/ai-in-cybersecurity-is-not-what-vendors-are-selling-you","show_page_url":"https://stenobird.com/podcast/cybersecurity-tech-brief-by-hackernoon-6365646","url":"https://share.transistor.fm/s/9d417c60","audio_url":"https://media.transistor.fm/9d417c60/d0fee1bb.mp3","summary":"This story was originally published on HackerNoon at: https://hackernoon.com/ai-in-cybersecurity-is-not-what-vendors-are-selling-you . Where AI actually works in cybersecurity — and where it fails. A practitioner's view on scale vs. judgement problems, based on 8.2B+ leaked credentials. Check more stories related to cybersecurity at: https://hackernoon.com/c/cybersecurity . You can also check exclusive content about #ai-cybersecurity , #dark-web-intelligence , #credential-exposure-monitoring , #phishing-behavioral-analytics , #ai-incident-response , #cybersecurity-automation , #ml-threat-detection , #cybersecurity-ai , and more. This story was written by: @gnsac . Learn more about this writer by checking @gnsac's about page, and for more stories, please visit hackernoon.com . AI works in cybersecurity when the problem is scale — classifying dark web content, detecting reuse patterns across billions of credentials, parsing stealer logs. It fails when the problem is judgement: autonomous incident response in critical infrastructure, zero-day detection drowning in base-rate false positives. Most \"AI-powered\" products are rules and regex under a dashboard. Buy outcomes, not labels — and keep humans in the loop where mistakes have physical consequences.","meta_description":"This story was originally published on HackerNoon at: https://hackernoon.com/ai-in-cybersecurity-is-not-what-vendors-are-selling-you . Where AI actually w…","key_points":[],"chapters":[],"topics":[],"duration_seconds":702,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/cybersecurity-tech-brief-by-hackernoon-6365646/episodes/ai-in-cybersecurity-is-not-what-vendors-are-selling-you/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/cybersecurity-tech-brief-by-hackernoon-6365646/ai-in-cybersecurity-is-not-what-vendors-are-selling-you.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}