ChatGPT and Generative AI solutions at TomTom with Yu Guo

<p>Connect with Yu Guo: </p> <p><a href="⁠https://www.linkedin.com/in/yu-guo-yguo⁠" target="_blank" rel="noopener noreferer">⁠https://www.linkedin.com/in/yu-guo-yguo⁠</a></p> <p><br></p> <p>TomTom at CES:</p> <p><a href="⁠https://www.tomtom.com/events/trade-show/ces-2024⁠" target="_blank" rel="noopener noreferer">⁠https://www.tomtom.com/events/trade-show/ces-2024⁠ </a></p> <p><br></p> <p>Full episode on YouTube ▶️</p> <p><a href="https://youtu.be/Jip8CG1Mqi4">⁠https://youtu.be/Jip8CG1Mqi4⁠</a></p> <p>Beyond Coding Podcast with <a href="https://www.linkedin.com/in/patrick-akil">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠🎙Patrick Akil⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠</a></p> <p>Powered by <a href="https://xebia.com/">⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Xebia⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠!⁠</a>!</p> <p><br></p> <p>OUTLINE</p> <p>00:00:00 - Intro</p> <p>00:00:31 - How Yu ended up at TomTom</p> <p>00:01:45 - Leveraging generative AI</p> <p>00:03:56 - ChatGPT location plugin</p> <p>00:07:11 - Embracing ChatGPT within the organisation</p> <p>00:09:57 - Generative AI and rapid prototyping</p> <p>00:13:10 - Domain knowledge is key with generative AI</p> <p>00:15:31 - Rapid company innovation with AI</p> <p>00:17:38 - Cocreating with other organisations</p> <p>00:19:26 - BentoML and optimizing model usage</p> <p>00:21:28 - Partnering with Microsoft</p> <p>00:22:24 - Protecting user data privacy</p> <p>00:24:00 - Productive engineers with GitHub Copilot and ChatGPT</p> <p>00:26:26 - Developer experience teams at TomTom</p> <p>00:27:19 - Open sourcing AI solutions</p> <p>00:28:25 - Past vs. present machine learning investments</p> <p>00:31:08 - Where is generative AI heading?</p> <p>00:33:19 - Uncertainty and fear of AI</p> <p>00:34:52 - Knowledge gaps because of AI</p> <p>00:36:29 - VisionGPT</p> <p>00:37:00 - Sensory input in GPT</p> <p>00:38:19 - AI hope and fear in big tech</p>