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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: Apple partners with Google Gemini for Siri and Apple Intelligence. Google launches Universal Commerce Protocol with Walmart and Shopify for in-search checkout. Governments escalate deepfake crackdowns—Southeast Asia bans Grok, UK criminalizes "nudification". OpenAI and SoftBank commit $1B to Texas AI data centers. Ramp's coding agent writes ~30% of merged code.

New Tools: Ramp's async agent delivers real productivity in enterprise repos. Apple GenCtrl API enables explicit creative model control. moPPIt generates protein binders in seconds. AnyDepth democratizes depth estimation for robotics and AR. Google Gemini API reads files from Cloud Storage up to 2GB. Breakthrough transcription converts hour-long video in 80 seconds.

LLM Updates: Zhipu GLM-4.7 offers 200K context and tops Code Arena. Claude 4.5 Opus leads SWE-fficiency benchmark. GPT-5.2 hits 99.4% on PutnamBench. Gemini Nano generates 1B+ images in 53 days. Devstral 2 opens for free use. Hugging Face adds GLM-4.7 and "chat with papers".

Research: DeepSeek Engram improves retrieval with hashed N-gram memory. Positional recalibration extends context without full retraining. Recursive Language Models handle million-token prompts. Stanford and NVIDIA show test-time training compresses live context into weights. NVIDIA NVFP4 enables stable 4-bit training. FineTranslations releases trillion-token English corpus.

Industry: OpenAI acquires Torch for ChatGPT Health data. Agent security risks emerge—ZombieAgent exploit and fake Grok malware.

Tutorials: Stanford CS224N adds agent modules. 12 fine-tuning methods compiled. Prompt caching cuts costs. Agent hygiene emphasizes traces. Portfolios trump credentials.

Showcases: Mortar prototypes games via AI co-creation. Gemini powers 3D geospatial storytelling. Claude builds MRI viewer and controls Blender. Kling 2.6 Motion Brush enables precise dances. OpenEnv offers $10K for RL agents. AI anime compresses history.

Discussions: AI op-ed sparks newsroom ethics debate. Likert scales criticized for LLM evals. Opinionated agents with clear defaults advocated. 2026 seen as breakthrough year for AI science. Concerns over surveillance and propaganda.

Support the show

🌍 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

Send us a text

🌍 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 Headlines: OpenAI launches HIPAA-compliant ChatGPT for Healthcare with hospital partners; Google deploys Gemini-powered Gmail features globally; lawmakers target xAI's Grok over AI-generated abuse, UK considers banning X; OpenAI and SoftBank commit $1B to clean-energy AI data centers; NIST opens agent security standards consultation amid "ZombieAgent" flaw and widespread AI system attacks.

New Tools: OpenAI ChatGPT for Healthcare offers HIPAA-compliant clinical documentation; Google Gemini for Gmail adds AI summaries and "Help Me Write"; Microsoft Copilot Checkout & Retail Agents streamline e-commerce; Hugging Face Skills simplifies model fine-tuning; Alibaba Wan brings HD video generation to mobile; OpenAI MCP Server reduces agent development costs.

LLM Updates: Tencent HY-MT1.5 delivers fast translation; Falcon-H1R-7B shows strong reasoning at 7B parameters; LiquidAI LFM 2.5 enables on-device inference on Apple MLX; GPT-5.2 improves code generation; Hunyuan-Video-1.5 climbs leaderboards; NousCoder-14B runs on consumer GPUs.

Research: CapBencher curbs metric gaming; GDPO improves RL stability for agents; WebGym provides 300K web tasks for training; FineTranslations scales trillion-token pretraining; DeepSeek V4 explores hyper-connections; AI weather models underestimate extreme heat.

Industry & Policy: U.S. senators urge removal of Grok from app stores; UK weighs X ban as xAI restricts image tools; NIST invites input on AI agent standards; OpenAI, SoftBank, SB Energy invest $1B in clean data centers; Microsoft realigns GitHub around AI agents; 99% of companies report AI application attacks.

Tutorials: Anthropic shares agent evaluation playbooks; production-ready agentic AI blueprint released; five GPU optimizations for LLMs; JAX-on-CUDA guide for PyTorch users; next-gen RAG designs.

Showcases: Penn Medicine Chart Hero summarizes patient records; Google FunctionGemma (270M) offers offline voice assistance; Luma Dream Machine converts 3D to cinematic video; Meta Spatial Lingo teaches languages in mixed reality; renovation agent transforms real estate tours.

Discussions: "Vibe coding" vs semantic search debate; open models' "Linux moment"; labor shift from entry-level to AI roles; data quality and agent strategy research; gender gap in GenAI use traced to concerns beyond skills.

Support the show

🌍 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

Send us a text

🌍 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: xAI raised $20B and started training Grok 5 with self-powered infrastructure; Arena secured $150M at $1.7B valuation for multimodal evaluation; NVIDIA expanded robotics through Isaac-LeRobot integration and open-sourced Alpamayo; a federal judge ordered OpenAI to release 20M ChatGPT logs; Amazon launched Alexa+ online while Google TV added Gemini controls.

New Tools: OpenSRC CLI automates AI agent deployment; LlamaSheets structures messy spreadsheets; Sharp enables single-image-to-3D on consumer GPUs; DatologyAI DatBench cuts benchmarking costs 10x; Unsloth MLX accelerates Apple on-device training; Lightricks LTX-2 delivers synchronized text-to-video-and-audio.

LLM Updates: GPT-5.2 reportedly solved an Erdős problem; NousResearch released NousCoder-14B with reproducible RL; DFlash decoding achieves 6.2× speedups; Liquid AI LFM2.5 runs on Raspberry Pi; Mistral OCR 3 leads in document accuracy; Korea Telecom launched Mi:dm K 2.5 Pro.

Research: Artificial Analysis Intelligence Index v4.0 introduces new evaluation metrics; Apple showed 32% training time savings via hyperparameter transfer; SGD with batch size 1 trained 1.3B parameter models; study finds only 2.5% of tasks fully automatable.

Industry: NVIDIA-Hugging Face-DeepMind-Boston Dynamics aligned on robotics; OpenAI faces intensified legal scrutiny over data practices; consumer platforms shifted with Alexa+ web launch and ChatGPT leaving WhatsApp; safety concerns grew over AI-aided pathogen instructions and deepfakes.

Tutorials: Free RL masterclass (Jan 15) and Claude Code workshop; scaling document processing patterns; local RAG security recipe; Reachy Mini assistant build; agent iteration playbooks; FinePDFs handbook.

Showcases: Reachy Mini on Raspberry Pi 5 at CES; LTX-2 identity-preserving animation; Kling AI Motion Control experiments; Perplexity multi-model orchestration; LLM poker tournament (20,000+ hands).

Discussions: Smarter learning may beat brute-force scaling; better evals replacing brittle leaderboards; agent design shifting to persistent memory; sim-only training limitations; coding agents vs. artisanal craftsmanship debates; OpenAI breadth vs. Anthropic focus strategies.

Support the show

🌍 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