Reinforcement Learning
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Robotics & Autonomous Systems
ToyBlocks Turns Robot Failure Into a Measurable Experiment
Robot learning needs better failure reports. Ai2 released ToyBlocks on November 6, 2026, as the first environment in its FoundationWorlds…
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Large Language Models
One Backbone, Six Models: Liquid AI Pushes LFM3 Into Multimodal Territory
Liquid AI has unveiled LFM3, a new generation of open-weight Liquid Foundation Models built around one shared backbone. Released on…
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Machine Learning & Research
AI21’s New Benchmark Targets the Hidden Failure in RL Training
AI21 Labs has released a new benchmark built to expose a dangerous weakness in reinforcement learning: a model can satisfy…
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AI Agents & Automation
Gemini 4 Argon Beats Minecraft After 27 Hours of Agent Chaos
Gemini 4 Argon beat Minecraft without human intervention. Four agents defeated the game’s final Ender Dragon foe after working individually,…
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Data & Digital Privacy
The Afterlife of Data Is Becoming AI’s Next Gold Rush
What happens to a company’s data after the company disappears? AI labs are turning that abandoned digital history into training…
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AI Agents & Automation
AI Agents Learn to Avoid and Repair Their Worst Mistakes
Agents fail at the turn that matters. Two new approaches from NVIDIA and Google target that weakness from different angles:…
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AI Ethics & Policy
OpenAI Sets Deadlines for Disclosing AI Misalignment
OpenAI is putting misalignment on a schedule. On September 17, 2026, the company announced a framework for tracking, investigating, and…
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Machine Learning & Research
Google’s Diffusion Retriever Turns Query Fan-Out Into One Fast Pass
Google Research has introduced Retrieve-for-Train, or R4T, for one of search and recommendation’s hardest scaling problems: returning a strong set…
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Machine Learning & Research
Jev’s Decision-First AI Could Redraw the Model Speed Race
What if an AI model did not try to write anything at all? TypeSafe’s Jev takes that path, presenting a…
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AI Agents & Automation
Salesforce Puts CRM Reasoning Inside Agentforce With Koa
Salesforce is putting its accumulated CRM knowledge inside a new reasoning model. On September 15, 2026, Salesforce and NVIDIA announced…
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