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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 released Sora 2 with photorealistic sound-synced video, sparking legal debates
- OpenAI's $500B "Stargate" infrastructure initiative with Samsung, SK Hynix, Oracle, and Nvidia signals AI hardware race in Asia
- White House tasked NIST with benchmarking US AI capabilities against global rivals
- Google replaces Assistant with Gemini across Nest devices and Home app
- Meta to use AI chat interactions for ad targeting across its apps

**New Tools & Technologies:**

- Tinker: API for synthetic data and distributed fine-tuning
- Slack's context-aware APIs for AI agents in work conversations
- LlamaAgents offers one-click document agent deployment
- Hume Octave 2 and LiquidAI LFM2-Audio: multilingual text-audio models
- Amazon FAR's OmniRetarget for robot motion retargeting
- DeeptraceReward: 94% accurate deepfake detector

**LLM Updates:**

- Claude Sonnet 4.5 improves coding and creativity
- Gemini 2.5 with Goedel-Prover V2 sets Putnam SOTA
- DeepSeek V3.2 reduces token usage; QuestA (1.5B) advances small-model reasoning
- GLM-4.6 and Qwen3-VL expand developer options
- OpenAI Codex shows strong real-world results
- Accessibility gains with Apriel-1.5-15B-Thinker, HunyuanImage 3.0, Dragon Hatchling

**Research Highlights:**

- MIT: ChatGPT reduces cognitive effort and memory retention
- Self-evolving AI agents can unlearn safety protocols
- FDA-cleared AI medical devices lack randomized trials
- MENLO's 47-language benchmark for multilingual evaluation
- DeepMind's AlphaEvolve discovers new complexity theory results

**Industry & Policy:**

- Stripe Open Issuance enables custom stablecoins and AI commerce
- Microsoft and Databricks launch AI-first cybersecurity platforms

**Tutorials & Guides:**

- Advanced RAG strategies guide for production systems
- vLLM deployment with Hugging Face Inference Endpoints
- Anthropic's deep-dive on context design vs prompt engineering
- Multi-agent system design explainer
- Open-source multimodal tools survey on Hugging Face

**Demos & Discussions:**

- Veo 3's zero-shot reasoning over physical interactions
- Kling 2.5 Turbo and Seedream 4K for rapid world-building
- Lucid Origin shortens idea-to-video pipeline
- Gemini-powered Ross Lovegrove collaboration; Moondream 3 previews
- RLHI and prompt optimization show gains; reward design critical
- New theories on optimizer behavior at stability edges
- RL advancements in skill composition and humanoid manipulation
- Only 11% of Python developers use coding agents regularly
- Debates on GPU allocation priorities and content provenance
- Community discussions on GRPO, RL startups, and open-source models

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