The AI industry is at a critical turning point where it is moving from technological concepts to commercial benefits. OpenAI has recently officially launched a new always-on intelligent agent called Dot, which is powered by the powerful GPT-6Astra. This agent aims to provide comprehensive productivity support to users by deeply operating computers.
In terms of core functionality, Dot can independently connect and operate various connected applications, efficiently extract key information from them, and then independently conduct market research, draft business documents, and complete complex software development tasks. This persistent design that goes beyond simple chat interfaces and directly integrates into actual workflows marks the evolution of large models toward more proactive and intelligent execution agents.
Combined with the latest assessments from securities institutions, the commercial closed loop of AI applications is accelerating. After two years of technological refinement and scenario exploration, the commercialization of large models has officially entered the revenue realization phase in the first half of 2026, gradually forming a positive feedback loop of "improved model capabilities - increased Token usage - enterprise payment conversion." Currently, the willingness of B-end enterprises to pay has significantly increased, and the subscription model for C-end users has also been fully validated. In particular, early-stage fields such as programming development and video content generation have already achieved commercial closed loops, fully demonstrating the great profit potential of AI applications.
