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How RecursiveMAS speeds up multi-agent inference by 2.4x and reduces token usage by 75%

One of the key challenges of current multi-agent AI systems is that they communicate by generating and sharing text sequences, which introduces latency, drives up token costs, and makes it difficult to train the entire system as a cohesive unit.  To overcome this challenge, researchers at University of Illinois Urbana-Champaign and Stanford University developed RecursiveMAS,…

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Claude’s next enterprise battle is not models: it’s the agent control plane

New VB Pulse data shows Microsoft and OpenAI leading enterprise agent orchestration, but Anthropic’s first measurable foothold points to a larger fight over who controls the infrastructure where AI agents run. For the last two years, the enterprise AI race has mostly been framed as a model war: OpenAI’s GPT series versus Anthropic’s Claude versus…

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Developers can now debug and evaluate AI agents locally with Raindrop’s open source tool Workshop

Observability startup Raindrop AI’s new open source, MIT Licensed “Workshop” tool, launched today, gives developers something that they’ve likely wanted, perhaps subconsciously, since the agentic AI era kicked off in earnest last year: a local debugger and evaluation tool specifically designed for AI agents, allowing devs to see all the traces of what their agent…

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Cerebras stock nearly doubles on day one as AI chipmaker hits $100 billion — what it means for AI infrastructure

Cerebras Systems, the Silicon Valley chipmaker that built the world’s largest commercial AI processor, erupted onto the Nasdaq on Wednesday, opening at $350 per share — nearly double its $185 IPO price — and rocketing past a $100 billion market capitalization in its first hours of trading. The debut instantly crowned Cerebras as one of…

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Agent authorization is broken — and authentication passing makes it worse

Anthony Grieco, Cisco’s SVP and chief security and trust officer, did not hesitate when VentureBeat asked whether rogue agent incidents are reaching Cisco’s customer base. “A hundred percent. We see them regularly,” Grieco told VentureBeat in an exclusive interview at RSAC 2026. “I’ve heard some that I can’t repeat, but they do get to the…

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Claude Code’s ‘/goals’ separates the agent that works from the one that decides it’s done

A code migration agent finishes its run, and the pipeline looks green. But several pieces were never compiled — and it took days to catch. That’s not a model failure; that’s an agent deciding it was done before it actually was. Many enterprises are now seeing that production AI agent pipelines fail not because of…

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Enterprises can now train custom AI models from production workflows — no ML team required

Every query an enterprise AI application processes, every correction a subject matter expert makes to its output — that interaction is training data. Most organizations are not capturing it. The production workflows companies have already built are generating a continuous signal that improves AI models, and it is disappearing. San Francisco-based Empromptu AI on Thursday…

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AI IQ is here: a new site scores frontier AI models on the human IQ scale. The results are already dividing tech.

For decades, the IQ test has been one of the most familiar — and most contested — yardsticks for human intelligence. Now, a startup project called AI IQ is applying the same metaphor to artificial intelligence, assigning estimated intelligence quotients to more than 50 of the world’s most powerful language models and plotting them on…

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Anthropic reinstates OpenClaw and third-party agent usage on Claude subscriptions — with a catch

Good news, OpenClaw fans — you can once again use your Claude AI subscription to power the hit, open source, autonomous AI agentic harness! But, there’s a big catch with how it’s being enacted. A few hours ago, Anthropic announced via its official developer communications account on X, @ClaudeDevs, that it is changing its Claude…

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Anthropic finally beat OpenAI in business AI adoption — but 3 big threats could erase its lead

For the first time since the AI race began, more American businesses are paying for Anthropic’s Claude than for OpenAI’s ChatGPT. Adoption of Anthropic rose 3.8% in April to 34.4% of businesses, according to the May 2026 release of the Ramp AI Index. OpenAI’s adoption fell 2.9% to 32.3%. Overall AI adoption among businesses rose…

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