Top stories in AI today: – Thinking Machines loses co-founders to OAI
– Cursor builds browser with AI agents
– Run media tasks with Claude Cowork
– OpenAI invests in Altman’s Neuralink rival
– 4 new AI tools, community workflows, and more Read more: https://
therundown.ai/p/muratis-co-f
ounders-return-to-openai
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AGENTS
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AI Talent Shifts: OpenAI Gains, New Tools Launch
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Multi-Stage Reasoning Pipelines with Explicit Stage Separation
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Pattern #4: Multi-Stage Reasoning Pipelines Public: "Think step by step" Internal: Explicit stage separation with intermediate checkpoints. "Stage 1: Extract facts. Stage 2: Identify constraints. Stage 3: Generate candidates. Stage 4: Filter. Stage 5: Rank. Stage 6: Verify."
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AutoGPT: Early Vision, Not Wrong Prediction
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remember autogpt?
— swyx 🐣 (@swyx) 16 janvier 2026
wasn't wrong, just earlyhttps://t.co/lJFZxLHpNn pic.twitter.com/891tdyXirpremember autogpt? wasn't wrong, just early
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Filesystem Truth Inevitably Becomes Database Architecture
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seeing how langchain and opencode have made the topic cool again for agent memory/state i present how every filesystem-source-of-truth eventually turns into database
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Ken Goldberg’s Road Trip with Waymo’s Vincent Vanhoucke on Robot Learning
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Fun roadtrip w/ Vincent Vanhoucke of @Waymo to discuss robot learning! https://t.co/pQbawE6vlf
— Ken Goldberg (@Ken_Goldberg) 15 janvier 2026Fun roadtrip w/ Vincent Vanhoucke of @Waymo to discuss robot learning!
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Microsoft Brings AI Agents to Windows for Smarter Tasks
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Microsoft is bringing AI agents to Windows, reviving a winning playbook to make everyday tasks smarter and more intuitive. Explore how this shift will empower users and businesses: msft.it/6015tCH4R
→ View original post on X — @marktabnet, 2026-01-15 20:28 UTC
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Expert reasoning technique: break, check, score, reflect, commit
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The technique combines 5 things most prompts ignore: → Break complex problems into smaller pieces
→ Check answers from multiple perspectives
→ Score confidence on every claim
→ Reflect and fix weak reasoning
→ Only commit when confidence is high This is how experts -
Interactive 3D Models for Robot Learning in Dynamic Environments
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Interactive 3D world model is a highly intuitive representation for learning robotics actions in dynamic and complex environments. Here is our most recent work on this 🤖 https://t.co/si6T0gyhrf
— Fei-Fei Li (@drfeifei) 15 janvier 2026Interactive 3D world model is a highly intuitive representation for learning robotics actions in dynamic and complex environments. Here is our most recent work on this
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Robotics Breakthroughs: 1X World Model, Skild AI Funding, Robotaxis
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Top stories in robotics today: – 1X releases a world model for Neo
– Skild AI hits $14B for building robot brains
– Motional robotaxis target Vegas comeback
– Robot learns to lip sync by watching YouTube
– Quick hits on other robotics news Read more: https://
robotnews.therundown.ai/p/1x-now-has-a
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How soon will AI coding bots build an entire OS?
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How long before someone uses AI coding bots to build a whole OS from scratch?