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With new building blocks like multi-step logic, external memory, and access to third-party tools and APIs, the next wave of agents is expanding the frontier of AI capabilities to enable end-to-end process automation.

Unlike previous generations of software that primarily addressed low-level, sequential tasks that could be robotically executed, new cognitive architectures enable AI agents to dynamically automate end-to-end processes.