[RE-RELEASE] Clint Gibler on AI Revolutionizing Cybersecurity

[RE-RELEASE] Clint Gibler on AI Revolutionizing Cybersecurity

Welcome back to Zero Signal! In this special re-release, Conor Sherman and Stuart Mitchell sit down with Clint Gibler—Head of Security Research at Semgrep, creator of the TLDRsec newsletter, and host of the Modern Security Podcast. Recorded live at Black Hat, Clint breaks down how artificial intelligence is rewriting the playbook for application security, vulnerability discovery, and developer workflows.AI is rapidly transforming cybersecurity, moving from a speculative future tech to an active force automating penetration testing and reshaping how security teams interact with codebases. In this conversation, Clint examines the practical implications, cost structures, and future prospects of deploying AI in security pipelines.More Conversations from Black Hat:The Zero Signal team will be in attendance on the ground again at Black Hat USA 2026, catching up with industry pioneers and capturing more amazing conversations on the cutting edge of cyber defense. Stay tuned for our upcoming on-site coverage!In the meantime, you can dive back into our full library of live event interviews by checking out the Full Black Hat 2025 Episode Playlist on YouTube: https://youtube.com/playlist?list=PLvtGUUDFmi-b-fELkdzirA9yYEcNVfVVJ&si=-6dc4A24dfJWyENp [https://youtube.com/playlist?list=PLvtGUUDFmi-b-fELkdzirA9yYEcNVfVVJ&si=-6dc4A24dfJWyENp]Continued Reading & Resources: * TLDRsec Newsletter: https://tldrsec.com [https://tldrsec.com] * The Modern Security Podcast: https://modernsecurity.io [https://modernsecurity.io] * Semgrep Code Analysis Platform: https://semgrep.dev [https://semgrep.dev] * OWASP Top 10 for LLMs & Applications: https://owasp.org [https://owasp.org] * Google Project Zero Vulnerability Research: https://googleprojectzero.blogspot.com [https://googleprojectzero.blogspot.com] * DeepMind Camel Framework (Agent Separation): https://github.com/camel-ai/camel [https://github.com/camel-ai/camel] * Socket Supply Chain Security Platform: https://socket.dev [https://socket.dev] * Hugging Face Model Repository: https://huggingface.co [https://huggingface.co] * Trail of Bits Security Tools & Research: https://trailofbits.com [https://trailofbits.com] * Building Secure and Reliable Systems (Google Books): https://sre.google/books/building-secure-and-reliable-systems [https://www.google.com/search?q=https://sre.google/books/building-secure-and-reliable-systems] * ComplianceAsCode GitHub Repository: https://github.com/ComplianceAsCode/content [https://github.com/ComplianceAsCode/content] * 00:00 AI's Impact on Penetration Testing * 03:19 The Future of Junior Pen Testers * 05:42 Working with AI: A New Paradigm * 10:31 Trusting AI Outputs * 12:31 Shifting Down: A New Security Approach * 15:20 Making Security Invisible for Developers * 16:44 The Role of AI in Security and Development * 19:04 Integrating Security into Vibe Coding * 21:21 Human in the Loop: Balancing Automation and Oversight * 25:27 Emerging Security Risks in AI Infrastructure * 29:41 Understanding Prompt Injection Challenges * 31:05 Innovative Solutions in AI Security * 32:28 Risks of Model Integration and Code Execution * 34:14 Navigating AI Model Adoption in Organizations * 38:52 Career Pathways in Cybersecurity About the Guest:Clint Gibler is the Head of Security Research at Semgrep, where he focuses on static analysis, developer enablement, and scaling AppSec programs. He is the creator of TLDRsec, a premier weekly newsletter providing deeply technical, actionable security summaries to thousands of industry professionals. Key Topics:Meet our Sponsors:Hampton North is the premier US-based cybersecurity search firm: https://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://www.google.com/search?q=https://hamptonnorth.com/%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signal]Sysdig is the leader in AI-powered real-time cloud defense: https://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://www.google.com/search?q=https://www.sysdig.com/%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signal]

Sean Catlett: Why Agent Trust Must Be Computed, Not Granted

Welcome back to Zero Signal! In this episode, Conor Sherman and Stuart Mitchell sit down with Sean Catlett, co-founder of Polymodal, founding CISO of Reddit, former Chief Security Officer at Slack, and the executive who pioneered combining security with trust and safety at Bumble. Sean leverages his history across massive technological waves—from the dot-com era to cloud and mobile transitions—to deliver a masterclass on how modern security leaders must adapt to drive enterprise AI adoption or face getting layered out of the room completely. In this deep dive into agentic autonomy, Sean details why the traditional CISO operating model of building walls and forcing technology choices is entirely broken. He introduces the critical concept of "computed trust"—the philosophy that autonomous systems must continuously earn their privileges through verifiable runtime evidence and contextual sensing rather than holding permanently granted access. The conversation unpacks the vital distinction between automating narrow workflows and managing a non-deterministic, long-running agent workforce. Conor, Stu, and Sean confront the upcoming realities of "computer use" execution contexts, the illusion that pure observability equals true legibility, and why co-locating risk directly with product owners is the only sustainable way to survive the logarithmic expansion of insider threats driven by rogue digital twins. Continued Reading & Resources: * Polymodal Independent Research: https://polymodal.ai/executive-insights [https://www.google.com/search?q=https://polymodal.ai/executive-insights] * London Tech Week AI Enablement Panels: https://londontechweek.com/cyber-security-agentic-transformation [https://www.google.com/search?q=https://londontechweek.com/cyber-security-agentic-transformation] * Google NotebookLM Optimization Best Practices: https://notebooklm.google.com/enterprise-strategy [https://www.google.com/search?q=https://notebooklm.google.com/enterprise-strategy] * ISO 27001 AI Risk Management Implementations: https://www.iso.org/standard/information-security-governance-frameworks [https://www.google.com/search?q=https://www.iso.org/standard/information-security-governance-frameworks] * Black Hat Europe GRC and EDR Projections: https://www.google.com/search?q=https://www.blackhat.com/eu/briefings/ciso-ai-enablement-trajectorieshttps://www.blackhat.com/eu/briefings/ciso-ai-enablement-trajectories [https://www.blackhat.com/eu/briefings/ciso-ai-enablement-trajectories] About the Guest: Sean Catlett is the co-founder of Polymodal, an early-stage startup focused on AI embodiment, boundaries, and novel interaction environments. A veteran security executive, Sean served as the founding CISO of Reddit, the Chief Security Officer at Slack, and the head of security, trust, and safety at Bumble. Throughout his career, he has specialized in architecting engineering-led and threat-led security programs built to scale alongside massive business transformation. Key Topics: * 01:11 The CISO Transformation: Turning Control Positions into AI Enablement Functions * 04:14 Tech Wave Echoes: Applying Dot-Com, Cloud, and Mobile Paradigms to AI Transitions * 06:43 Batting Averages in Risk: Why the Office of "No" Gets Layered Out by Boards * 09:20 Engineering-Led vs. Threat-Led Security Models: Redefining Teams for the AI Era * 12:54 The Errors and Omissions Insurance Trap: Why Delegating Judgment Is Uncovered * 17:10 Defining the Agent Primitive: Workflow Automation vs. Bounded Digital Twins * 20:20 The Logarithmic Insider Threat: Differentiating Human Actions From Agent Malfunction * 26:15 Observability Is Not Legibility: The Failure of Legacy EDR Knowledge in AI Sessions * 28:31 Higher Execution Contexts: How Agents Navigate Guardrails via Windows Subsystems * 31:00 Computing Trust: Educating Agents at Runtime on Second and Third-Order Effects * 38:15 The GRC Shift: Why Future Security Operations Teams Will Deploy Code Directly * 45:13 The Bumble Paradigm: Unifying Classical Cyber Defenses with Trust and Safety Meet our Sponsors: Hampton North is the premier US based cybersecurity search firm: https://www.google.com/search?q=https://hamptonnorth.com/%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signalhttps://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signa [https://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal]l  Sysdig is the leader in AI-powered real-time cloud defense: https://www.google.com/search?q=https%3A%2F%2Fwww.sysdig.com%2F%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signalhttps://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signa [https://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal]l

Ilya Kabanov: "It's Not a Bug, It's a Feature"—Rogue AI Exposed

Welcome back to Zero Signal! In this episode, Conor Sherman and Stuart Mitchell sit down with Ilya Kabanov, the creator of "The Weather Report: Independent Dispatches on AI, Security, and Safety," which serves as a vital piece of public infrastructure read by CISOs, CEOs, and startup investors who want to stay grounded on what is actually going on in a market that sells noise. Ilya draws from his deep technical background running security engineering for Schneider Electric and leading AI protections at Google Cloud to give an honest, unvarnished look at the realities of modern enterprise defense. In this conversation, Ilya breaks down the stark reality of modern vulnerability management, where frontier models excel at discovering critical vulnerabilities but corporations are only successfully patching 14% of them. He unpacks how the changing economics of cybercrime—driven by cheap AI token customization—has completely compressed threat actor ROI, democratizing sophisticated cyber attacks and turning every organization into a financially viable target. Conor, Stu, and Ilya also explore why traditional AppSec isn't dying but rather facing massive coordination headwinds inside non-tech companies buried under legacy code and multi-vendor dependencies. The group dives into the dangerous illusion of prompt-level guardrails, the emergence of a cloud-style "shared responsibility model" forced by frontier labs, and why rogue agent behaviors like instrumental convergence are actually built-in features of advanced AI systems that security teams must learn to systematically design around. * The Weather Report Project Page: https://theweatherreport.ai [https://theweatherreport.ai] * Ilya's LinkedIn Independent Briefings: https://linkedin.com/in/ilya-kabanov-ai-security [https://www.google.com/search?q=https://linkedin.com/in/ilya-kabanov-ai-security] * Anthropic Aries Framework & Threat Report: https://anthropic.com/research/aries-defense-evasion-malware-analysis [https://www.google.com/search?q=https://anthropic.com/research/aries-defense-evasion-malware-analysis] * Verizon Data Breach Investigations Report: https://verizon.com/business/resources/reports/dbir-vulnerability-exploitation [https://www.google.com/search?q=https://verizon.com/business/resources/reports/dbir-vulnerability-exploitation] * HackerOne Resolution Metrics & Bug Bounty Data: https://hackerone.com/resources/reporting/vulnerability-resolution-rates [https://www.google.com/search?q=https://hackerone.com/resources/reporting/vulnerability-resolution-rates] * Mozilla AppSec Browser Remediation Studies: https://mozilla.org/security/blog/ai-mythos-patching-velocity [https://www.google.com/search?q=https://mozilla.org/security/blog/ai-mythos-patching-velocity] Ilya Kabanov is the creator and principal architect of "The Weather Report," a weekly personalized briefing that filters noise to provide actionable data for C-suite executives and cloud architects. Before launching this independent nonprofit public infrastructure, Ilya accumulated extensive corporate leadership experience directing core security engineering operations at Schneider Electric and pioneering specialized enterprise AI protection frameworks for Google Cloud. * 01:08 Filtering Market Noise to Provide Public Infrastructure for Decision Makers * 06:00 The 14% Paradox: Finding Critical Vulnerabilities vs. Actual Corporate Patching Rates * 07:22 The Economics of Cybercrime: How AI Compressed Threat Actor ROI Thresholds * 11:11 Anthropic Metrics: Exposing the Strategic Use of AI for Defense Evasion and Malware * 14:52 The Failure of Resolution Metrics: Why Corporations Can Only Patch 30% of Key Exploits * 18:50 Coordination Headwinds: Why Non-Tech Organizations Stash Patches for Months * 22:00 Designing Around Human Bottlenecks: Transitioning Toward Closed-Loop Remediation Stacks * 27:12 The Kodak Trap: Why Legacy Defense Vendors Struggle to Overcome Core Cultures * 44:24 Rogue Agents: Why Gemini 3 Pro Root Escalation is a Feature Not a Bug * 48:40 The Cloud Deja Vu: Shifting to a Shared Responsibility Model for Frontier Models Hampton North is the premier US based cybersecurity search firm: https://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://www.google.com/search?q=https://hamptonnorth.com/%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signal] Sysdig is the leader in AI-powered real-time cloud defense: https://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://www.google.com/search?q=https%3A%2F%2Fwww.sysdig.com%2F%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signal]

Cheryl Martin: The CISO Who Says No Is "Toast"

Welcome back to Zero Signal! In this episode, Conor Sherman and Stuart Mitchell sit down with Cheryl Martin, cybersecurity executive at C86 and former Vice President and Head of Cybersecurity at Capgemini in the UK, where she led over 350 cyber specialists across regulated sectors. Cheryl is a recognized voice on cyber leadership and was named in the 2026 most inspiring women in cyber awards. In this deep dive into modern risk operating models, Cheryl reveals how security leaders can safely navigate massive technological transformation without becoming the corporate bottleneck. Drawing from her extensive background—including her time as the global head of IT risk at HSBC managing 45 distinct global business lines—she unpacks her famous "yellow duck" analogy for scaling risk management, breaking down how to build an approval framework that turns shadow adoption into governed enablement. Conor, Stu, and Cheryl also challenge the outdated stereotype of the CISO who simply says no, tracing the critical shift toward becoming a business evangelist who establishes proactive guardrails. The conversation covers the rise of unstructured "cottage industries" of shadow AI among employees, the threat landscape shifts bringing exploitation windows down to mere seconds, and why executive humility—including the power of black box thinking and reverse mentoring from younger engineers—is a CISO's ultimate weapon for surviving the ongoing AI revolution. * C86 Cybersecurity Executive Insights: https://c86.com/cyber-executive-intelligence [https://www.google.com/search?q=https://c86.com/cyber-executive-intelligence] * International Cyber Expo Leadership Panel: https://www.internationalcyberexpo.com/cyber-leadership-technical-environments [https://www.google.com/search?q=https://www.internationalcyberexpo.com/cyber-leadership-technical-environments] * NIST Artificial Intelligence Risk Management Framework: https://www.nist.gov/itl/ai-risk-management-framework [https://www.nist.gov/itl/ai-risk-management-framework] * UK Cyber Resiliency Bill Overview: https://www.gov.uk/government/collections/cyber-resiliency-digital-working-legislation [https://www.google.com/search?q=https://www.gov.uk/government/collections/cyber-resiliency-digital-working-legislation] * Cloud Security Alliance Open-Source Playbooks: https://cloudsecurityalliance.org/research/artifacts/open-source-frameworks-mythos-response [https://www.google.com/search?q=https://cloudsecurityalliance.org/research/artifacts/open-source-frameworks-mythos-response] Cheryl Martin is a cybersecurity executive at C86 and a highly accomplished cyber transformation leader. She previously served as the Vice President and Head of Cybersecurity at Capgemini in the UK, managing a team of over 350 cyber specialists across heavily regulated sectors. Prior to that, Cheryl was the global head of IT risk at HSBC, directing risk postures across 45 global business entities. She is a recurring speaker at the International Cyber Expo and a recipient of the 2026 Most Inspiring Women in Cyber Award. * 01:11 Navigating AI Transformation Without Becoming the Bottleneck * 02:48 The Yellow Duck Analogy: Scaling Risk Postures Across 45 Global Businesses * 05:47 The Threat of Shadow AI and Employee "Cottage Industries" * 09:53 Flipping the Model: From "CISO Says No" to Governed Guardrails * 11:11 The Sysdig Vibe Coding Stat: Why You Can't Put Brakes on Devs * 17:39 The 5 Major AI Risk Vectors: Data, Models, Security, Supply Chain, and Regulation * 21:48 Exploits in 27 Seconds: Tracking Mean Time to Adapt Over Mean Time to Detect * 23:15 The Chameleon CISO: Shifting From Infrastructure Defense to Thought Leadership * 26:43 Black Box Thinking: Adopting Aviation Industry Models for Cybersecurity Near Misses * 28:31 Rising Personal Liability Under NIST2, DORA, and the SEC * 31:43 Balancing Soft Skills and Team Burnout Against Complex AI Trajectories * 42:41 The Power of Reverse Mentoring: Learning AI Red Teaming From Your Own Engineers Hampton North is the premier US based cybersecurity search firm. Start building your security team with Hampton North: https://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal] Sysdig is the leader in AI-powered real-time cloud defense; stop watching and start defending: https://www.google.com/search?q=https://www.sysdig.com/%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signalhttps://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal]

Ayoub Fandi: Why Your Audit Program is Lying to You

Welcome back to Zero Signal! In this episode, Conor Sherman and Stuart Mitchell sit down with Ayoub Fandi, the creator of the GRC Engineering Movement and author of the GRC Engineering Newsletter, read by thousands of security and compliance practitioners. Ayoub drops a truth bomb on the industry, exposing how typical SOC 2 audits rely on antiquated methodologies that sample a measly 25 pull requests out of thousands, slapping a 100% coverage certification on what amounts to 0.07% of actual infrastructure. He breaks down how this "abusal of trust signals" leaves organizations blind to systemic risk at a time when automated threat actors are moving faster than ever. The conversation dives deep into why 86% of GRC teams are still stuck relying on spreadsheets, how to weaponize compliance rules to win security infrastructure battles against development teams, and why the next generation of GRC platforms won't be SaaS tools but foundational AI models with real-time data wrappers. Finally, Ayoub outlines the future of Third-Party Risk Management (TPRM) through his open-source project, Corsair, moving the industry away from static PDFs and toward cryptographic, automated continuous assurance. * The GRC Engineering Newsletter: https://grcengineering.com/newsletter [https://www.google.com/search?q=https://grcengineering.com/newsletter] * Corsair Open-Source Trust Infrastructure: https://github.com/grcengineering/corsair [https://www.google.com/search?q=https://github.com/grcengineering/corsair] * Ayoub's State of the GRC 2026 Report: https://grcengineering.com/state-of-grc-2026/ [https://www.google.com/search?q=https://grcengineering.com/state-of-grc-2026/] * Death By Claude Tracker: https://deathbyclaude.com/ [https://www.google.com/search?q=https://deathbyclaude.com/] Ayoub Fandi is the founder and principal pioneer of the GRC Engineering Movement. A former leading GRC engineer at GitLab, where he built custom cloud compliance infrastructure from scratch, Ayoub specializes in treating compliance and risk modeling as data engineering problems. He is an international speaker who recently presented his findings at RSA Conference 2026. * 01:08 Transforming GRC from an Audit Prep Machine into an Engineering Program * 01:54 The 25 PR Fallacy: Why Your SOC 2 Audit is Lying to You * 02:23 Financial Auditing Legacies: Copy-Pasting Methods from the Enron Era * 04:14 The Abuse of Trust Signals in Third-Party Risk Management * 06:33 CISOs as Cynics: GRC Relegated to a Sales Enablement Tool * 08:32 Compliance is Latin for Cash: Procurement vs. Real Security * 09:16 CYA Mode: Why Standard Questionnaires Provide Zero Vendor Assurance * 11:00 Building Corsair: Leveraging Open Protocols for Continuous Assurance Data * 13:40 The Critical Sweet Spot: Auditing High-Risk, Low-Headcount AI Vendors * 16:13 Replacing the GRC Acronym with a Trust and Assurance Framework * 20:05 Deterministic Checkboxes vs. Probabilistic Risk Postures * 21:08 Turning Compliance into Real-Time Observability Engine Metrics * 22:56 The 2026 Survey: Why 86% of Security Programs Are Trapped in Excel * 24:32 Relational Spreadsheets vs. Unified Graph Data Models * 27:51 Excel Pivot Tables vs. Modern Prompt Engineering Roles * 31:00 Node Hallucinations: What Happens When AI Drafts and Reviews Audit PDFs * 35:28 The Notion and Cloudcore Shift: The Next GRC Platform is a Foundation Model * 37:10 Leveraging Model Context Protocol (MCP) to Connect Direct Sources of Truth * 41:42 The Lagging Indicator: Why Fortune 500s are Hiring Technical GRC Engineers * 45:44 Parkinson’s Law: How Audit Calendars Expand to Destroy Security Innovation * 47:34 Weaponizing Standards: Using Compliance to Win Hardening Battles with Devs * 49:15 Control Planes and Telemetry: Who Will Own Future Assurance Programs? Hampton North is the premier US based cybersecurity search firm. Start building your security team with Hampton North: https://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://hamptonnorth.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal] Sysdig is the leader in AI-powered real-time cloud defense; stop watching and start defending: https://www.google.com/search?q=https://www.sysdig.com/%3Futm_source%3Dwebsite%26utm_medium%3Dpodcast%26utm_campaign%3Daware_global_swsd_all%26utm_content%3Dzero-signalhttps://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal [https://www.sysdig.com/?utm_source=website&utm_medium=podcast&utm_campaign=aware_global_swsd_all&utm_content=zero-signal] Continued Reading & Resources:About the Guest:Key Topics:Meet our Sponsors: