By Michael Cooney
Publication Date: 2026-05-04 04:59:00
Deep Reasoning, which is still in beta, lets the AI Assistant quickly analyze network security compliance, providing insights and recommendations as well as expediting responses to emerging threats, Ravichandran said.
Cisco previewed some capabilities of Deep Reasoning in conjunction with its Deep Network Model announcement in June 2025, saying it could help analyze network diagnostics and examine problem symptoms to provide insight that might be missed by human eyes. “Although generative AI is still a young technology that can make mistakes, expert-level IT professionals are well-equipped to evaluate the output for accuracy and detect hallucinations,” Cisco wrote in a blog last year.
“Deep Reasoning tracks signals across domains the way a veteran engineer does, sensing how a misconfigured policy in one corner sends ripples three hops away, watching for the cascade before it cascades. And it shows its work—the chain of reasoning is visible, so your team can see…
