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Cost per task: A new method for AI spend management

Rather than relying on traditional metrics such as per-seat or per-token pricing, some businesses are measuring AI cost per successful task to manage their AI spending.

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Enterprise controls can't keep up with AI agents

Companies are giving agents more authority, but many are still struggling to track what they can access, what they're doing and how to stop them.

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Robots can't talk to each other yet -- that's a big AI bottleneck

Coordinating robots and autonomous systems will be critical to unlocking physical AI, but it’s still unclear whether interoperability is an immediate barrier to adoption.

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IBM: Agentic AI is reshaping governance, controls and trust

As AI agents move from answering questions to making decisions and acting, businesses face a growing challenge of keeping accountability in step with the pace of change.

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