Lutra AI

AI Reality VS Speculation with Google Machine Learning Engineer Jiquan Ngiam [Podcast #156]

On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Jiquan Ngiam. He's a former Google Brain engineer who's building tools to make AI useful for everyone – not just developers. We talk about the power of AI and it's practical capabilities, and separate those from a lot of the hype surrounding the AI space. Support for this podcast comes from a grant from Wix Studio. Wix Studio provides developers tools to rapidly build websites with everything out-of-the-box, then extend, replace, and break boundaries with code. Learn more at wixstudio.com. Support also comes from the 11,113 kind folks who support freeCodeCamp through a monthly donation. Join these kind folks and help our mission by going to https://www.freecodecamp.org/donate We talk about: - How AI agents work - Where AI is going and its limitations - How non-developers can leverage AI - And how developers can REALLY leverage AI Links we talk about during our conversation: - Jiquan's company, Lutra AI: https://lutra.ai/ - Jiquan's article on generative agentic interfaces for working with large spreadsheets: https://blog.lutra.ai/generative-interfaces-for-ai-agents - Jiquan's article on OODA loops for AI Agents: https://blog.lutra.ai/ooda-loops-for-ai-agents - A paper Jiquan mentions, Executable Code Actions Elicit Better LLM Agents: https://arxiv.org/abs/2402.01030 Chapters 0:00:00 Introduction to AI and Machine Learning 0:10:07 Transformers and Their Impact on AI 0:20:06 Understanding AI Training and Post-Training Processes 0:28:51 Harnessing Multimodal AI for Enhanced Communication 0:35:33 Lutra: Empowering Non-Developers with AI 0:41:58 OODA: The AI Decision-Making Framework 0:51:10 Targeted Outreach: AI in Sales and Marketing 0:56:32 Education and Reasoning: Shifting Paradigms 1:03:36 The Future of AI and Software Design 1:14:05 The Evolution of AI Task Delegation 1:20:14 The Potential of AI in Real-World Applications 1:26:39 Navigating the Future of Self-Driving Cars 1:33:20 The S-Curve of LLM Development 1:44:24 Unlocking Productivity with Personal Data Integration ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp

Introducing Lutra

We are excited to introduce Lutra, a platform for creating your personal AI workflows and apps. Lutra makes it easy to deeply leverage AI in our work and lives, so that we can now spend more time on the things that truly matter. Learn more at https://lutra.ai

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