📅 AI Industry Daily — November 14, 2025
A structured English summary of the Easy AI daily digest covering model releases, developer tools, funding news, research papers, and community feedback.
Key points
Model Releases & Updates
- OpenAI releases GPT-5.1: adaptive reasoning (allocates more tokens to complex tasks), new
apply_patchcode-editing and shell tools, prompt caching extended to 24 hours. Pricing unchanged from GPT-5.0; integrated into GitHub Copilot and VS Code. Links: OpenAI blog | GitHub Copilot announcement - DeepMind SIMA-2: a Gemini-based agent that plays, reasons, and self-improves through trial and error in virtual 3D worlds, including Genie 3-generated environments, without extra human data. DeepMind blog
- Gemini 3 quietly rolling out to Google AI Pro subscribers via Gemini Drops, focused on developer tools and enterprise; free users expected in coming weeks. Google blog
- Zhipu AI GLM-4.6: hosted in production by Together AI, claiming near Claude Sonnet 4 performance with ~15% fewer tokens used. Announcement
- OpenRouter: deprecated early GPT-5.1 version Polaris Alpha; launched GPT-5.1 Chat, Codex, and Codex-Mini. Privacy settings affect model availability; some users hit rate limits. Status page
- Aider-ce integrates DeepSeek API, improving agent mode and addressing slow GPT-5-high responses. GitHub
- Propercode v0.1: Pydantic AI-based multi-agent coding CLI with autonomous and learning-guide modes. GitHub
- DeepSeek OCR API tool open-sourced: deployable custom OCR with Unsloth inference, supports image extraction from URLs or base64. GitHub
- EleutherAI cleaned the Lakh MIDI dataset into ~44k structured JSON entries, planned for Hugging Face upload.
- Cleaned French Wikipedia dataset (2.7M files, preserving infoboxes/links) uploaded to Hugging Face: wikipedia-fr-2.7m-clean-json
- RLinf Basic repo nearing release; Qwen3-VL VLA-adapter training started with LIBERO evaluation planned. GitHub
- Anthropic plans a $50B US data center build-out in Texas and New York, sparking debate over scale, staffing, and environmental impact.
- Parag Agrawal's Parallel Web Systems raised $100M Series A to build an AI-native web.
- Kimi For Coding (YC-backed) criticized for a 2048-per-week quota, described by some users as poor value.
- LMArena Discord: mixed reviews of GPT-5.1 (better reasoning vs. lacking creativity); Gemini 3 timing speculated to slip to next week.
- Perplexity Pro users report image generation limits, lab token reset issues, and referral-program bans.
- Unsloth AI Discord: guidance that LoRA alpha should be half the rank to avoid gradient explosions; RTX 5000/6000 price-performance debate. Docs
- HipKittens paper: Mojo's MHA kernel reaches only ~50% of peak performance on MI355X due to bank conflicts; recommends memory layout optimization. arXiv:2511.08083
- Paper on disentangling memorized information from model weights to aid decision interpretability. arXiv:2510.24256
- NVIDIA + GPU MODE hackathon on NVFP4 GEMV optimization, recommending CuTeDSL with B200 GPU access. Details
- Modular Mojo plans WebGPU support; FFI C integration discussed. Docs
- tinygrad adds OpenCL device checks and VGG16 support; pmap/vmap coming soon. GitHub
- Cursor Auto Mode reportedly slowed and unable to edit files after GPT-5.1-Codex integration; server overload suspected. Forum
- Manus.im users report checkpoint system failing to find git commits, requiring support-assisted sync.
- HuggingChat users disappointed by the shift to paid tiers and reduced free functionality.