Hidden Layers: Decoded (OpenAI o3, Google Genie 2, DeepSeek-V3, Antibody Eng., MiniMax & more)

In this episode of Hidden Layers: Decoded, we dive into cutting-edge AI advancements over the last month. Explore Agentic AI and innovations like DeepMind Genie 2 and Cosmos Text2World, transforming virtual environments. Discover breakthroughs like RStar Math and DeepSeek v3, delivering efficiency and performance in reasoning and problem-solving. We also discuss test-time scaling, coding agents, and the drama behind the NeurIPS Best Paper Award.
Resources:
OpenAI o3 en.wikipedia.o...
DeepSeek-V3 www.deepseek.com/
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction arxiv.org/abs/...
Abstract and Reasoning Corpus for Artificial General Intelligence (ARC-AGI) arcprize.org/arc
GAN paper: arxiv.org/pdf/...
PLMs applied to antibodies: www.pnas.org/d...
00:05 - Introduction
02:30 - OpenAI’s O3 Model Breakdown
10:15 - Understanding the ARC Challenge
14:10 - Advancing Video AI with Cosmos
22:30 - Reviving GANs with Modern Techniques
31:45 - Efficiency in AI: DeepSeek’s Success
38:15 - Next-Scale Image Generation Models