Google's Fake AI Demo 🤥 // Hallucination & Creativity 🧠 // Pearl Reinforcement Learning 🤖

Google's Gemini AI model demo was faked, highlighting the need for skepticism when it comes to tech demos. The "hallucination problem" in language models is not a bug, but rather a feature that allows for creativity and prompts play a significant role in guiding output. Pearl, a production-ready reinforcement learning agent, addresses a range of challenges that real-world intelligent systems encounter and has been adopted by Meta for a recommendation system. Large language models like ChatGPT have the potential to aid professional mathematicians by speeding up and improving the quality of their work. Best practices include fine-tuning LLMs on mathematical data and using them as a tool instead of a replacement for human mathematicians. Contact:  [email protected] Timestamps: 00:34 Introduction 01:42 Google’s best Gemini demo was faked 03:49 Your guide to AI: December 2023 05:31 Tweet on Hallucination 06:50 Fake sponsor 08:50 Chain of Code: Reasoning with a Language Model-Augmented Code Emulator 10:22 Pearl: A Production-ready Reinforcement Learning Agent 12:00 Large Language Models for Mathematicians 13:46 Outro