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What is narrow AI and how does it differ from general AI?

Narrow AI refers to systems built for defined tasks, from fraud detection and recommendations to image recognition and chat interfaces. The key difference from general AI is scope: narrow AI can be powerful, but it does not have open-ended human-level reasoning across domains.

ChatGPT AI is moving from chatbot to workplace system

ChatGPT AI is no longer just a general chatbot. It is becoming a work layer for search, writing, coding, data analysis, internal knowledge and governed enterprise use.

New AI in 2026 is moving from chatbots to agents, governance and infrastructure

New AI is no longer defined only by bigger chatbots. In 2026, the important shifts are agentic workflows, lower-cost models, stricter governance and the infrastructure needed to run them.
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