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DigestFinal

Oct 22, 2026 in AI

10 lab posts, 5 funding storys, 7 launchs, 3 papers.

From the labs

  1. Hugging Face blog: Turning Database Grading into RL Rewards: Post-Training Agents with ThinkingBoxhuggingface.co
  2. OpenAI: Build more responsive apps with the Decisions APIopenai.com
  3. Google: Beyond tree cover: mapping the world’s forest typesdeepmind.google
  4. Hugging Face blog: Ensemble forecasting with IBM Granite time-series modelshuggingface.co
  5. Mistral AI: Voxtral 3: Voice Agent SDK & Speech Models in 50+ Languagesmistral.ai
  6. OpenAI: What FDE means at OpenAIopenai.com
  7. OpenAI: Uber brings ChatGPT Work to all employees with OpenAIopenai.com
  8. Anthropic: Open call for guest investigators in the life sciencesanthropic.com
  9. Anthropic: Donating Agent Skills to the Agentic AI Foundationanthropic.com
  10. xAI: Introducing the SpaceX Super Intelligence Partner Networkx.ai

Funding

  1. Report: OpenAI closing on $30B ‘bridge’ funding round to tide it over before IPOsiliconangle.com
  2. OpenAI working on new $30B raise at $1.25T valuation ahead of IPOtechcrunch.com
  3. Nirva raises $33M for a pendant that only listens to youtechcrunch.com
  4. DeepSeek reportedly raises $15B days after US restrictionstechcrunch.com
  5. Exclusive: Slingshot Raises $27M In Seed Funding To Build An Insurer For Those Small Policies Sold At Checkoutnews.crunchbase.com

Launches and releases

  1. LangChain langchain-core==1.7.0 releasedgithub.com
  2. Every AI model has the same "controversial" take on humans (618 points on Hacker News)news.ycombinator.com · discussion
  3. Ask HN: If the models are so good, why doesn't OpenAI just start 100 companies? (595 points on Hacker News)news.ycombinator.com · discussion
  4. OpenShell, A safe, private runtime for fleets of autonomous AI agents (489 points on Hacker News)news.ycombinator.com · discussion
  5. LLMs are making formal software verification feasible at a much larger scale (440 points on Hacker News)news.ycombinator.com · discussion
  6. OpenAI CLI (242 points on Hacker News)news.ycombinator.com · discussion
  7. AI and the Enclosure of the Scientific Commons (137 points on Hacker News)news.ycombinator.com · discussion

Research

  1. Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generationarxiv.org
  2. Rethinking Sequence Compression with Test-time Regressionarxiv.org
  3. Inherited, Not Invented: Tracing the Provenance of Wait in Reasoning Modelsarxiv.org