Pick the Right Tools for the Right Job: Researchers designed HYSET, a technique to call collections of tools that work together
When an LLM agent can choose among thousands of tools, picking the right ones for a given task is difficult.
Video Models Steer Robots: Black Forest Labs’ Flux 3 Action applies video expertise to a World-Action Model
Many companies that build image and video generators have pivoted to robotics, extending their expertise in world models to action.
Argon, A Low-Hallucination Model Build for Knowledge Work: Google's first Gemini 4 Model, Argon, avoids hallucinations and shines at knowledge work
Google took over half a year before it replaced its flagship AI model, Gemini 3.1 Pro Preview.
Sol Nearly Eclipses Astra: OpenAI’s GPT-6.1 Sol is DevDay’s star, joined by Dots and new ChatGPT integrations
OpenAI’s latest mid-tier model lands within a point of its flagship at less than a quarter of the cost per task on Artificial Analysis’ Intelligence Index.
Scaling Up for Future AI Demands: More Agents Demand More Compute
I think most people still underestimate the data center build-outs that will be required to meet demand.
OpenAI’s DevDay, Google’s First Gemini 4 Model, Black Forest Labs Dives Into Robots
The Batch News & Insights: I think most people still underestimate the data center build-outs that will be required to meet demand.
Mistral shows European AI has more to offer: Reflection releases low-cost LLM with open weights
OpenAI gives mathematicians extra work. Analysis shows Claude subscriptions’ bang for buck. Google’s open weight embedding model gets an upgrade. Optional text watermarks come to OpenAI products.
Gemini 4 Argon’s benchmarks and availability: Microsoft’s streaming voice model answers Google and OpenAI
Meta’s Muse poses privacy concerns. OpenAI’s image-driven revenue strategy. Cohere Embed 5 offers an alternative to Google. arXiv places limits on authors’ submissions.
Agents That Can Check Their Own Work Piece by Piece: AREX condenses and reviews its own research
When asked questions requiring extensive reasoning and tool use to answer, agents may search without making progress, repeat unsuccessful strategies, or settle for partially verified answers.
DeepSeek’s Flash Leapfrogs Pro Again: How V4.1’s architecture reduces cache reads
When agents make a tool call, they send the same context back through the model every time.
Voice, Video, and Reasoning in One: Google’s Gemini 3.8 Live with Extended Thinking
Google released two new speech-to-speech voice models, joining a suddenly crowded field of models built to power voice agents.
An Unexpected Open Weights Leader: It’s Xiaomi’s MiMo-V2.6-Pro RL and MiMo-V2.6-Flash
Xiaomi, best known for its smartphones and electric vehicles, released the highest-scoring open weights model on Artificial Analysis’ Intelligence Index.