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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

Compute & Infrastructure: Anthropic secured up to 1M Google TPUs; Meta launched NCCLX for 100k+ GPU orchestration; Qualcomm introduced the AI200 chip. SoftBank is considering a $22–30B investment in OpenAI, while AMD's stock rose on an expanded OpenAI partnership.

Tooling & Frameworks: Hugging Face Hub v1.0 brings revamped backend and high-throughput GPU streaming. vLLM's latest release delivers 3–4× faster inference with semantic routing and FlashAttention-2. Keras 3.12 adds GPTQ quantization and PyGrain integration. OpenAI launched Agentic Commerce with in-chat buying and an open protocol. Google Gemini expanded with enterprise builders, instant Slides generation, and Fitbit coaching. Cisco released MCP Scanner for security flaws; Incode introduced Agentic Identity for AI agent authentication.

Models: MiniMax M2 offers strong reasoning with ~10B active parameters and 2× speed gains. Together AI added Nvidia's Nemotron-Nano-9B-v2 and a 9B reasoning model. Windsurf's Falcon Alpha optimizes tool use. Alibaba Qwen now outputs research reports, webpages, and podcasts.

Research: R-HORIZON revealed accuracy drops on longer tasks. Free Transformer uses latent variables for better decoding. RPC improves test-time scaling trade-offs. New work shows embeddings can leak original text. Safety studies found high chatbot misinformation rates and 40% hate content from video generators. NIH trials showed AI diabetes coaching matches human results.

Enterprise & Security: GM targets 2028 for "eyes-off" autonomy; JPMorgan adopted AI performance reviews. OpenAI's Atlas browser faces prompt-injection risks. Samsung and Google previewed Gemini smart glasses; FOX Sports uses Gemini for World Series insights.

Learning & Demos: LangChain Academy offers one-hour agent courses. Encord teaches 3D data workflows. GCN Primer covers Graph CNNs. FactoryAI Droid shows competitive coding agents. Huxley-Gödel self-improves on SWE-Bench Lite. Glyph compression enables 3–4× longer contexts.

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