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AI News Highlights

Jul 28, 2024

AI News Summary

Introduction

  • In the final days of vacation in Colorado but keeping up with AI news.
  • A busy week in AI, featuring major announcements from various companies.

Meta's llama 3.1 Release

  • Llama 3.1: New version released; an upgrade from llama 3.
  • Model Sizes: Available in three sizes: 8B, 70B, and 405B parameters.
    • Bigger models enhance reasoning, math, and general use cases.
  • Features:
    • Tool usage, multilingual capabilities, complex reasoning, better coding skills.
  • Benchmark Performance:
    • Outperformed leading models like GP4, Omni, and Claude 3.5 Sonic.
    • Smaller llama 3.1 (8B) surpasses other smaller models in various performance metrics.
  • Open Source Advantage:
    • Available for public download and customization, unlike Claude 3.5 Sonic or GPT-4.
    • Licensing caveat for companies with over 700 million active users needing to negotiate with Meta.
  • Accessibility:
    • Can interact with models via Meta's AI platforms like WhatsApp and Messenger.
  • Grock Partnership:
    • Llama 3.1 models are also integrated on Grock's platform for fast AI inference.
    • Fast performance noted with response times of approximately 250 tokens/second.

Mistral Large 2 Release

  • Mistral Large 2: 123 billion parameter model released, competes with llama 3.1.
    • Outperforms Llama 3.1 in math performance and human eval benchmarks.
    • Strong performance in coding languages noted.

Apple's AI Model Introduction

  • Released smaller models (7B and 1.4B parameters), claiming to rival earlier versions of llama.

Google Gemini Improvements

  • Upgrade to Gemini 1.5 Flash: Improvements in quality and latency, especially in reasoning.
    • Increased token capacity (32k tokens) and file upload capabilities announced.

OpenAI Developments

  • Fine-tuning for Free: Users can fine-tune GPT-4 for free up to 2 million tokens per day until September 23.
  • Search GPT Prototype: New AI search capability launched to enhance user experience.

Other Notable News

  • Anthropic Scraping Concerns: Scraping of websites at an unsustainable rate criticized.
  • Grock Updates: Elon Musk announces Grock 3.0 expected to be the most powerful AI model by December.
  • Bing Redesign: Bing AI interface redesigned to leverage AI responses more prominently.

AI Video Generation Updates

  • Loop Feature by Luma AI: New feature to create infinitely looping animations.
    • Good for turning static images into animated video loops.
  • Cing AI Text-to-Video: Impressive text-to-video generation capabilities noted.

Ethical Concerns on Data Scraping

  • Runway Training Controversy: Allegations of unauthorized data scraping from YouTube channels.
  • AI Fair Use Debate: Exploring the ethical implications of training AI on publicly available data.

Stability AI & Adobe Updates

  • Stable Video 4D: Tool to transform single-object videos into multiple angles.
  • New AI Features in Adobe Illustrator/Photoshop: Native AI features in design software for creative enhancements.

Sundry AI Tools & Applications

  • Sakana AI's Traditional Art Model: New model for generating Japanese Ukiyo-e artwork released.
  • AI Music Generation: New features in stems for greater control over music production.
  • College Football Video Game Development: AI used in rapid development of college football game assets using player likeness.

Conclusion

  • The week saw significant advancements in AI models across the industry.
  • Anticipation for utilizing and testing these new tools upon returning from vacation.
  • Invitation to subscribe for further AI news and updates.