Berkay Berabi, an AI researcher and Senior Software Engineer at Snyk, shares his journey from electrical engineering to pioneering AI-driven vulnerability detection. He discusses how Snyk combines human expertise with machine learning for faster, more accurate security solutions. Berkay introduces CodeReduce, a revolutionary tool that simplifies complex code structures, enhancing vulnerability detection. The conversation also touches on addressing AI hallucinations and the balance between speed and performance in AI models, highlighting both the opportunities and risks of generative AI in coding.