{"podcast":{"title":"Tools for Tech Leaders","slug":"tools-for-tech-leaders-7024721","podcast_index_feed_id":7024721,"rss_url":"https://rss.libsyn.com/shows/544892/destinations/4698167.xml","website_url":"https://sites.libsyn.com/544892","image_url":"https://static.libsyn.com/p/assets/b/8/7/6/b876b7b08887072be55e3c100dce7605/TTL_-_Cover_Art-3.png","author":"Mattermost","episode_count":26,"summary":"Welcome to Tools for Tech Leaders, a podcast where C-Suite Executives and Tech Leaders connect with ideas that resonate and are useful in their professional lives.","last_synced_at":"2026-07-10T20:21:01.047916+00:00","page_url":"https://stenobird.com/podcast/tools-for-tech-leaders-7024721"},"episode":{"title":"Why AI Guardrails Don't Work: Cybersecurity Mental Models With Sounil Yu (Knostic AI)","slug":"why-ai-guardrails-don-t-work-cybersecurity-mental-models-with-sounil-yu-knostic-ai","published_at":"2025-06-12T11:18:00+00:00","page_url":"https://stenobird.com/podcast/tools-for-tech-leaders-7024721/why-ai-guardrails-don-t-work-cybersecurity-mental-models-with-sounil-yu-knostic-ai","show_page_url":"https://stenobird.com/podcast/tools-for-tech-leaders-7024721","url":"https://946a962b-4b7a-4ee9-a6ed-53f386ec1df5.libsyn.com/why-ai-guardrails-dont-work-cybersecurity-mental-models-with-sounil-yu-knostic-ai","audio_url":"https://traffic.libsyn.com/secure/946a962b-4b7a-4ee9-a6ed-53f386ec1df5/TTL_-_Sounil_Yu_Podcast_audio.mp3?dest-id=4698167","summary":"Every AI guardrail gets broken, but that's not the real problem. Cybersecurity framework creator Sounil Yu reveals why traditional security approaches fail in the knowledge age and how enterprise AI deployments create dangerous \"oversharing\" vulnerabilities that most organizations don't even recognize. Learn the DIKW pyramid framework for understanding AI risks, discover why your security team's \"allergy patterns\" are sabotaging productivity, and understand the prisoner's dilemma forcing every organization to accelerate AI adoption despite known dangers. Essential insights for executives navigating the gap between AI opportunity and enterprise security reality.","meta_description":"Every AI guardrail gets broken, but that's not the real problem. Cybersecurity framework creator Sounil Yu reveals why traditional security approaches fai…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2008,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/tools-for-tech-leaders-7024721/episodes/why-ai-guardrails-don-t-work-cybersecurity-mental-models-with-sounil-yu-knostic-ai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/tools-for-tech-leaders-7024721/why-ai-guardrails-don-t-work-cybersecurity-mental-models-with-sounil-yu-knostic-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}