The podcast discusses the release of a new open-source AI model Llama 3, with upgrades to 400B parameters and potential unlimited context. They explore AI applications in playlists and video analysis, along with Meta's impact on user behavior. Additionally, they cover deepfake technology for creative pranks and advancements in AI avatars for video chats.
Llama3's impressive 400B model showcases advanced AI capabilities in image generation and animation.
Meta aims to democratize AI by integrating Llama3 across popular cloud platforms and Meta apps.
OpenAI's updated assistance API offers improved retrieval capabilities, increased file support, and enhanced developer control.
Deep dives
Meta Releases Llama3 as a New Open Source Model
Meta released Llama3, an open source model, showcasing its image generation and animation capabilities through a song created with it, inspired by Connor. The song was generated within an AI model test known as the cheese test, highlighting Llama3's lyric creation abilities.
Features and Improvements of Llama3
Llama3 boasts an 8 billion and 70 billion parameter pre-trained and fine-tuned model, trained on a 24,000 GPU cluster with over 15 trillion tokens of data. Despite an 8K context window limitation, enhancements are promised with updates including longer context windows, model sizes, and performance improvements.
Zuckerberg Announces Llama3's Integration Across Meta Apps
Mark Zuckerberg introduced Llama3 with a bold and playful announcement, emphasizing Meta's goal to democratize AI by integrating Llama3 across various Meta apps. The model is expected to be available on popular cloud platforms like AWS, Databricks, Google Cloud, Hugging Face, and more.
Potential Impacts and Use Cases of Llama3
The release of Llama3, positioned as a successor to GPT-4, raises questions about its implications on the future of AI interactions. With advanced features such as infinite context capabilities explored by models like Google's, the prospects for enhanced AI applications in real-time interactions, data processing, and decision-making scenarios look promising.
AI and Targeted Advertising Strategies
Companies are increasingly using AI to drive decisions that boost stock prices, similar to AI tactics in video games. The focus is on maximizing engagement through AI tools embedded in various apps. Zuckerberg's shift from the metaverse concept to AI demonstrates adaptability and commercial success.
Advancements in AI Assistance API
OpenAI announced significant updates to their assistance API, allowing for improved retrieval capabilities and increased file support per assistant. Developers now have more control over token limits and tool choices, with the option to use their fine-tuned GPT 3.5 models. The new features enhance the overall usability of the assistance API and its applications.
Show Notes: https://thisdayinai.com/bookmarks/51-ep59 SimTheory: https://simtheory.ai This Day in AI Community: https://thisdayinai.com
CHAPTERS: ====== 00:00 - Meta Llama 3: Chris's Cheese Song & Zuck's Silver Chain 04:07 - Everything Meta Announced with Llama 3: 7B & 40B Model with 400B coming soon 21:31 - Is Groq The Ideal API Host for Llama3? 28:44 - Llama 3 Being Made Available via Meta Apps to 3B Users with Meta AI in Instagram, Whatsapp and via Web 38:01 - Llama 3 Licensing Must Include "Llama 3" 40:52 - Llama 3 400B Model Benchmarks While Still in Training & Potential Unlimited Context? & You Can Eat Llama 1:01:51 - OpenAI Assistants API v2 & Is Tooling Important to Win Devs? Google Gemini's Mistakes 1:15:24 - Conor Update: Using VASA-1 To Deep Fake a Record Label 1:23:07 - SimTheory update: what's next from SimTheory
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