🚀 Modèles & Releases
Tencent's Hy3, a 295B-parameter Mixture-of-Experts model for reasoning and agentic workflows, is now available via OpenRouter. (https://openrouter.ai/models/tencent/hy3) NVIDIA released the Nemotron-Labs-Audex audio-language models in 2B and 30B-A3B parameter sizes. (https://huggingface.co/nvidia/Nemotron-Labs-Audex-2B) Poolside released Laguna XS 2.1, a 33B-A3B coding agent model. (https://openrouter.ai/models/poolside/laguna-xs-2.1:free) Nex AGI's open-source agentic MoE model, Nex-N2-Mini, is available for coding and tool use. (https://openrouter.ai/models/nex-agi/nex-n2-mini)
🔬 Recherche
A new paper proposes a calibration-free, view-robust Vision-Language-Action model for robots to handle camera repositioning. (https://arxiv.org/abs/2607.05396v1) Research on weak-to-strong generalization via direct on-policy distillation aims to reduce the cost of reinforcement learning with verifiable rewards. (https://arxiv.org/abs/2607.05394v1) A framework for interpretable, human-label-free deep learning for Real-Bogus classification in astronomy was published. (https://arxiv.org/abs/2607.05393v1) ResearchStudio-Reel proposes automating the creation of research posters, videos, and blogs from papers. (https://huggingface.co/papers/2607.04438) ResearchStudio-Idea introduces a suite for evidence-grounded research ideation. (https://huggingface.co/papers/2607.04439) GigaWorld-1 outlines a roadmap for building world models to evaluate robot policies. (https://huggingface.co/papers/2607.02642)
🏢 Industrie & Business
SK Hynix is set for a multibillion-dollar U.S. IPO, capitalizing on the AI-driven memory boom. (https://techcrunch.com/2026/07/06/us-investors-will-soon-get-access-to-sk-hynix-another-memory-maker-riding-the-ai-boom/) Vercel's CEO discusses the industry's move to separate model providers from agent frameworks to optimize for price/performance in production. (https://techcrunch.com/2026/07/06/vercel-ceo-guillermo-rauch-on-the-fight-to-split-off-models-from-agents/) An article examines Sam Altman's promise of a $300 stake in OpenAI for American families. (https://www.technologyreview.com/2026/07/06/1140176/your-familys-300-stake-in-openai/)
🛠️ Outils & Produits
Weaviate released v1.36.20 with a fix for a data race error in index usage tests and a test fix for replication. (https://github.com/weaviate/weaviate/releases/tag/v1.36.20) llama.cpp commit b9893 includes OpenCL performance optimizations for flash attention decode kernels. (https://github.com/ggml-org/llama.cpp/releases/tag/b9893) Ollama v0.31.2-rc1 includes fixes for CUDA toolkit lookup and parallel processing. (https://github.com/ollama/ollama/releases/tag/v0.31.2-rc1) OpenHands released versions 1.9.0 and cloud-1.41.0, adding features like semantic file chunking using AST parsing and an organization conversation admin dashboard. (https://github.com/OpenHands/OpenHands/releases/tag/1.9.0) Pydantic-AI v2.5.1 fixes issues with Bedrock tool result attachments and Groq thinking settings. (https://github.com/pydantic/pydantic-ai/releases/tag/v2.5.1) Cline CLI v3.0.38 introduces a new color palette for plan/act modes and restyles the chat input. (https://github.com/cline/cline/releases/tag/cli-v3.0.38)
⚖️ Régulation & Société
Illinois Governor Pritzker signed a landmark AI regulation bill into law. (https://news.google.com/rss/articles/CBMimwFBVV95cUxNX0dSbmdqTEVRYU5tUFZ0OGJycThCa1ROdHR5RXcySzJVZzZDZHVrdndCRG1MaHk5aE40YnpqUENFTzMwYk5WWmVqblRjeHI0VWMxZVBPMXhzdzlQUHhNVzU3U0dwX2p6QmpublZVaGVVMUtSaUxFb1lqb0FoNU1ibFJTeEdMcmwtV1NvRFF2bFdsZ1ZuS2NTeGhRRdIBoAFBVV95cUxNbm5MVXNrM2x3bFEzMmJQQWhpX3kxN29SSERrOUF4cnJxTWJaYnpIQ3JiNUtPMXAzR2FOUGRCZEEtZ1YtTkFzSVQyS1dFejN6SEktYUFnaGs2emtzVk9RekFtQzdVeFpHbzFmcnk4bnpnVGFqNC03THVTMUdxQ2U5cmVpeEVmeDhMWHRwUEU5Qk1hLU1HalJLWWp6M0ptSWhv?oc=5) New York City has delayed its final AI policy for public schools following backlash over preliminary guidance. (https://news.google.com/rss/articles/CBMi3wFBVV95cUxPMUZDS0s0T0Nrc015Skd3NkNzRW0zZXQxZm1FOU1RSWlPcmc1MUEzeUJBY0dJcDdfaFZKSzN6Y0VxS0pybHlzMjlPOWl5RlNOQ3kwdmFpNEVxSk1LdEdIR2xXSjdIWTJYYlJQdkNZQVFabDdDcl9sUjIxd25jeFFuRUdiTVE3YzRTQjZKeTRERTRqenZGSUQ1MGhpaU8tc1JxRFYyMVdsUzh6Y1dpRTBwYjhkeWN1QTdxYktOMHNRSXVYNElmZU0wSkgxcUNQYzhlOGt4YzlIaXU5cGxpNFBN?oc=5) A report details that the 'first' AI-run ransomware attack still required a human to choose the victim and set up infrastructure. (https://techcrunch.com/2026/07/06/the-first-ai-run-ransomware-attack-still-needed-a-human/)
💡 À retenir
Illinois enacts a landmark AI regulation law, marking a significant step in U.S. state-level governance of AI technology. The Weaviate patch fixes a critical data race error, a must-apply update for production stability.