AI Agents Are Ready to Act. Most Companies Aren’t Ready to Let Them.

For most of the generative AI era, we have focused on what models say and what we put into them. We inspect prompts, filter responses, red-team models and build controls around inputs and outputs. Those protections still matter, but they were designed for a world in which AI primarily generated something for a human to consume. Agents change that equation. They don't just consume or generate information. They act. An agent can execute tools, invoke sub-agents, collaborate with other agents…

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