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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: OpenAI pursues up to $100B at $750B valuation; Google launches Gemini 3 Flash globally as default with SynthID verification; NVIDIA releases 3T-token Nemotron 3 corpus; MBZUAI's K2-V2 70B joins top open reasoning models; FTC probes Instacart's AI pricing fairness.

New Tools: Microsoft Agent Lightning adds RL without rewrites; SGLang ships Ollama-compatible API with hybrid routing; Jax-js brings WebGPU ML to browsers; Patronus AI creates dynamic agent training simulators; DeepTeam simulates LLM attacks pre-launch; Retell AI monitors 100% of voice interactions.

LLM Updates: GPT-5.2 improves coding and tool-use; Gemini 3 Flash/Pro delivers faster, cheaper inference with SynthID watermarks; K2-V2 70B spotlights UAE AI research; Grok-4.1-Fast-Search debuts with Grok Voice API; Nemotron 3 expands open pretraining data.

Research: Activation Oracles improve model transparency; Differential Smoothing increases diversity; scaling alone insufficient for pattern learning; vision-language-action systems face new attacks; SAGE and LoRA RL enable long-video reasoning; Ranke-4B trained on pre-1913 texts.

Industry: OpenAI targets $750B valuation with $100B raise; Google makes Gemini 3 Flash default across Search; FTC investigates Instacart's 23% AI pricing disparities; Meta adds teen AI safeguards; Universal Music partners with Splice on ethical AI tools; India becomes largest LLM market.

Education: LangChain Academy launches free foundations course; NVIDIA NeMo Agent Toolkit course teaches production design; Vision-Language Models book adds pretraining chapter; tokenization guide covers production pitfalls; OpenAI Academy trains newsrooms.

Demos: Gemini 3 translates COBOL to Java and generates 3D experiences; public tests compare Google vs OpenAI vision models; robotics shows laundry folding; Kling 2.6 delivers precise video motion; United Imaging Intelligence demonstrates autonomous scan analysis.

Ideas: "Bitter lesson" revisited—learned systems outpace rules; AGI definitions debated with video simulators as paradigm; 2025 marks agentic era start demanding new patterns

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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