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🌍 INAI • The Open AI Hub
The Intelligence Atlas → the world’s most comprehensive, open hub of AI knowledge. 2 Million+ tools, models, agents, tutorials & daily news—free for all, updated every day.
https://github.com/inai-sandy/inAI-wiki
Top Highlights: NVIDIA hit $4T valuation despite losing China market share to domestic chips, while unveiling training speedups for bio and infrastructure. Google expanded multimedia AI with Nano Banana image generator, Veo 3.1 video upgrades, broader SynthID watermarking, and enhanced Gemini integrations. Enterprise agents advanced rapidly through Anthropic's Claude Skills, GitHub Copilot's agent mode, and Oracle's Agent Marketplace, moving beyond demos to real workflows. Privacy concerns intensified with a massive AI "girlfriend" app breach, Meta's teen protections, and calls for autonomous agent regulation. Retail and media embraced AI via Walmart+OpenAI ChatGPT shopping, Spotify's artist-first tools, and the Sora-Veo video competition.
New Tools: GitHub Copilot added agent mode, enhanced code embeddings, CLI, improved reviews, and direct Ollama VS Code support. Hugging Face launched HuggingChat Omni, routing prompts across 100+ open models to optimize cost and quality. Google Gemini API now grounds answers with live Maps data from 250M+ places; its CLI supports pseudo-terminals for interactive agent workflows. Anthropic introduced Claude Skills for reusable enterprise agent behaviors. Microsoft upgraded Windows Paint with generative editing and animations. Open-source releases include Cline CLI, nbgradio, mlx-lm improvements, HF TFLOPs meter, and Scorecard.
LLM Updates: Google Gemini 3.0 excelled in coding and multimodal tests. GLM 4.6 showed strong coding throughput; developers favor open coders like Qwen Coder and Kimi. Claude Haiku 4.5 matches reasoning systems despite smaller size; Opus 4.1 became legacy days after launch. Inclusion's 16B diffusion model targets creative reasoning. MobileLLM-Pro enables on-device long-context inference. Infrastructure updates: vLLM and Google shipped unified TPU backend; Apple's MLX added distributed batch inference.
Research: Dynamic layer routing skips 3-11 transformer layers while improving accuracy. Diffusion-style LLMs enable parallel text composition. Test-time sampling unlocks reasoning without extra training. Meta's RL study revealed stable scaling laws. WaltzRL frames safety as multi-agent collaboration. NVIDIA AvgFlow accelerates molecular training; C2S-Scale 27B predicted cancer-therapy pathways validated by Yale.
Industry: OpenAI, Microsoft, and Anthropic will fund teacher AI training. AI data centers drive Texas fracking boom. Meta added parental controls for teen AI chats. Spotify and labels rolled out artist-first AI tools. Walmart+OpenAI launched ChatGPT shopping; Oracle unveiled AI Agent Marketplace; Salesforce reported $440M ARR.
Showcases: Google's Real-Time Frame Model renders navigable 3D video worlds on single H100. Sora 2 and Synthesia deliver prompt-to-scene video. Single AI agents automate end-to-end video production. GAIR's SR-Scientist executes long-horizon research workflows.
Discussions: GPT-5 Erdős claims walked back, highlighting verification needs. New AGI metrics debated. Karpathy forecasts steadier progress. Commentary on open source democratization and GPU bottlenecks.
122 episodes