{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Cybersecurity Tech Brief By HackerNoon","title":"AI in Cybersecurity Is Not What Vendors Are Selling You","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/9d417c60\"></iframe>","width":"100%","height":180,"duration":702,"description":"\n        This story was originally published on HackerNoon at: https://hackernoon.com/ai-in-cybersecurity-is-not-what-vendors-are-selling-you.\nWhere AI actually works in cybersecurity — and where it fails. A practitioner's view on scale vs. judgement problems, based on 8.2B+ leaked credentials.\nCheck more stories related to cybersecurity at: https://hackernoon.com/c/cybersecurity.\n            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.\nThis story was written by: @gnsac. Learn more about this writer by checking @gnsac's about page,\n            and for more stories, please visit hackernoon.com.\nAI 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.\n        \n        ","thumbnail_url":"https://img.transistorcdn.com/SySK4I0jwuU6AzeawZdYiDqTq8yzBjxJ5qfTpUuAxEo/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjY2LzE2ODM1/ODIzNTYtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}