A new information-theory framework reveals when multi-agent AI systems truly work as a team
Multi-agent AI systems can outperform solo agents, but it's often unclear whether they're truly working together or just running side by side. A new framework from Northeastern University sets out to measure real teamwork in agentic AI systems.<br /> The article A new information-theory framework reveals when multi-agent AI systems truly work as a team appeared first on THE DECODER. [...]
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As enterprises confront AI agent sprawl, xpander wants them to own their own control and context layer
Enterprise AI has a new infrastructure problem: companies are accumulating agents faster than they are developing systems to govern them.Gartner estimates that the average global Fortune 500 company w [...]
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Four AI agents coordinating in real time outperformed Claude Opus 4.8 on enterprise coding tasks
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Research shows ‘more agents’ isn’t a reliable path to better enterprise AI systems
Researchers at Google and MIT have conducted a comprehensive analysis of agentic systems and the dynamics between the number of agents, coordination structure, model capability, and task properties. W [...]
We keep talking about AI agents, but do we ever know what they are?
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Microsoft launches MXC, an OS-level sandbox for AI agents, with OpenAI and Nvidia already on board
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NanoClaw comes to Slack, letting you create persistent AI agent teams and colleagues from a single message
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Claude’s next enterprise battle is not models: it’s the agent control plane
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