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Why AI agents need interaction infrastructure

To stop automation waste, enterprises must deploy interaction infrastructure that physically governs how independent AI agents operate. AI agents now populate corporate networks, reasoning through tasks and executing decisions with increasing autonomy. Yet, when these independent actors attempt to coordinate work, exchange context, or operate across varied cloud environments, the interaction framework degrades quickly. Human […]

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Commvault launches a ‘Ctrl-Z’ for cloud AI workloads

Enterprise cloud environments now have access to an undo feature for AI agents following the deployment of Commvault AI Protect. Autonomous software now roams across infrastructure, potentially deleting files, reading databases, spinning up server clusters, and even rewriting access policies. Commvault identified this governance issue and the data protection vendor has launched AI Protect, a

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KPMG: Inside the AI agent playbook driving enterprise margin gains

Global AI investment is accelerating, yet KPMG data shows the gap between enterprise AI spend and measurable business value is widening fast. The headline figure from KPMG’s first quarterly Global AI Pulse survey is blunt: despite global organisations planning to spend a weighted average of $186 million on AI over the next 12 months, only

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Mozilla dev’s “Stack Overflow for agents” targets a key weakness in coding AI

Mozilla developer Peter Wilson has taken to the Mozilla.ai blog to announce cq, which he describes as “Stack Overflow for agents.” The nascent project hints at something genuinely useful, but it will have to address security, data poisoning, and accuracy to achieve significant adoption. It’s meant to solve a couple of problems. First, coding agents

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How World ID wants to put a unique human identity on every AI agent

Over the last few months, tools like OpenClaw have shown what tech-savvy AI users can do by setting a virtual cadre of automated agents on a task. But that individual convenience can be a DDOS-level pain for online service providers faced with a torrent of Sybil attack-style requests from thousands of such agents at once.

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