Building an AI Cybersecurity Research Factory for CTFs and Vulnerabilities

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Uploaded to LYKSTAGE

Jun 3, 2026

John Hammond walks through how he built an AI-powered cybersecurity research factory to streamline CTF challenges, vulnerability research, and security analysis workflows. This deep dive covers the full architecture, tools, and techniques behind the system — from automating research tasks and organizing findings to analyzing code and accelerating vulnerability discovery, all while keeping human expertise at the centre of validation and decision-making. The video highlights both the capabilities and limitations of integrating AI into security research, with practical demonstrations of vulnerability investigation, reverse engineering support, and CTF problem-solving workflows. Whether you're a seasoned security researcher, an ethical hacker, or simply curious about how modern AI tools can boost productivity in cybersecurity and programming, this episode offers a compelling look at the evolving intersection of artificial intelligence and information security. #JohnHammond #Cybersecurity #CTF #VulnerabilityResearch #EthicalHacking #Lykstage #LykstageVideo #LykstageCreator #LykstageCommunity