Stop waiting for perfect AI

Experts have compressed their predictions for when artificial general intelligence (AGI)—the type of AI that can equal or exceed human intelligence—will arrive. When predictions were first made in 2023, AGI was expected to arrive in 50 years. Newer estimates say five years.

When GPT-5 came out this summer, it demonstrated surprising leaps in reasoning and memory, further accelerating those timelines. Progress is moving faster than anyone anticipated, and what once felt speculative now feels inevitable. Meanwhile, small teams are shipping products that would have required 100-person companies two years ago.

The gap between the AGI debaters and the builders (those who are developing AGI systems) isn’t philosophical—it’s economic. While everyone waits for perfect AI, builders are dominating markets with today’s “broken” tools, those that are functioning, albeit with some quirks, that will be worked out........

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