Computer Vision

  • Alibaba's Qwen-Image arrived in Diffusers - New ๐Ÿ“ฐ PR #12055 adding Qwen's image model to Hugging Face ecosystem

Language Models

  • The OpenAI major announcements. The first open-weight releases since GPT-2, GPT-OSS-117B and GPT-OSS-20B (Apache 2.0 license), have been welcomed, but also met with mixed reactions due to poor performance by the 117B model on independent benchmarks. There is also suspicion that it was trained on synthetic data, reflected in its weak real-world knowledge. Although So far, GPT-5 has drawn little reaction given its early release, aside from some sarcasm about the livestream and the graphs presented.

  • Hierarchical Reasoning Model discussion - Sapient's 27M parameter brain-inspired model, claiming 40.3% on ARC-AGI with just 1000 training examples using HRM uses algorithmic learning instead of chain-of-thought reasoning (๐Ÿ”ฌ Hierarchical Reasoning Model, ๐Ÿง‘โ€๐Ÿ’ป Github), has sparked discussion:

    • The 27M parameter size, while minimal for language fluency (๐Ÿ”ฌTinyStories), performs well on specialized tasks.

    • Although, the approach is computation-intensive and limited to grid worlds.

    • Also, comparisons to LLMs are considered misleading, as specialized systems already outperform LLMs significantly on ARC-AGI benchmarks.

    • The participants view this as a breakthrough despite the specialized-vs-generalist comparison being unfair.

    • Additional resources on the ARC-AGI topic: ๐Ÿ”ฌARC-AGI Without Pre-training, ๐Ÿ”ฌ ARC-AGI Challenge 2024, and ๐Ÿ”ฌ ARC Prize 2024 Winners & Technical Report

  • RL Renaissance emerging - AGI House published ๐Ÿ“ฐ first blog post on reinforcement learning's comeback as pre-training plateaus

  • Flash Linear Attention library highlighted as gold resource - ๐Ÿ“ฐ Efficient implementations of state-of-the-art linear attention models

Audio And Speech

  • Voxtral deployment interest growing - David Leroy from Blynt planning real-world testing, sharing experiences soon

Programming

  • Kilo Code gaining traction - Users reporting improved clarity over Claude Code, though experiencing some teething problems with timeouts and regressions

  • Anthropic's vibe coding philosophy shared - ๐ŸŽž๏ธ Erik Schulntz presentation on building-first culture at Code w/ Claude event

  • Casey Muratori's influence discussed - His "Clean Code, Horrible Performance" ๐ŸŽž๏ธ video changing perspectives on OOP and clean code. Amine Dirhoussi shared ๐Ÿ“ฐ Rust implementation article with Casey's feedback

Gaming

  • Google DeepMind unveils Genie 3 - Revolutionary world model generating interactive 3D environments in real-time at 24fps/720p. Creates playable worlds from text prompts, maintaining consistency for minutes. ๐ŸŽž๏ธ Watch the mind-blowing demo blew peopleโ€™s mind.

New Member

  • Jeremy LE - Freelance ML Engineer specializing in Computer Vision. 35-year-old cognitive systems enthusiast building ML startups in gaming/AI. Enjoys discovering new tech and meeting new interesting people. Based in Paris, France ๐Ÿ‘” Linkedin

Ask For Help

  • AI virtual staging solutions discovered - Vianney Lecroart is looking for a tool that can decorate photos of an empty home by adding furniture without altering the original background. No perfect solution seems to fit the request. Alternatives mentioned include ๐Ÿ› ๏ธ Finegrain Chat, ๐Ÿ› ๏ธ InteriorAI for home staging, OpenAI (GPT Image 1) or Imagen.

  • OpenAI API 403 error from Cloudflare Workers โœ… - Issue traced to edge location restrictions, blocking OpenAIโ€™s servers to Cloudflare Workers from South Korea. Solution found using ๐Ÿ› ๏ธ Orq.ai as middleware, simplifying embeddings, search, and RAG operations.

Job Board

  • ๐Ÿง  Senior Software Engineer @ Rippletide - Building neuro-symbolic AI with hypergraph architecture for hallucination-free agents. Strong Python/TypeScript required. Contact ๐Ÿ‘” Louis-Nicolas Roussel.

  • ๐Ÿ•น๏ธ Founding Software Engineer @ Arcade AI (Paris) - Join ๐Ÿ‘” Remi Kaito building AI-powered game creation platform. Looking for product-focused engineer with agent-building experience. Check out their ๐ŸŽž๏ธ Slenderman demo and ๐ŸŽฎ playable game.

Geographic Hubs

๐Ÿ‡บ๐Ÿ‡ธ San Francisco

  • ๐Ÿ‘” Benjamin Trom (Mistral) will be in San Francisco from August 10 to 19. Heโ€™ll meet ๐Ÿ‘” Robert Hommes, whoโ€™s already on site. Feel free to reach out to them and join.

๐Ÿ‡ณ๐Ÿ‡ฑ Amsterdam

  • Product Summit AI launching October 7 - Full-day event focused on scaling AI products in production. New landing page just went live at ๐ŸŽญ productsummit.ai