The Superintelligence Observer
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IBM ties intelligent operations to agent safety and business value

IBM argues that as AI agents take on more work, companies need an operating model linking agent actions to customer outcomes, infrastructure and financial accountability. Its approach folds automation, data and operational signals into one framework.

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