Vernor Vinge predicted the Singularity by 2030 and he was

Vernor Vinge, a computer scientist and science fiction author, predicted in his 1993 essay that the Singularity—a point where machines surpass human intelligence and accelerate progress beyond human comprehension—would occur by 2030, and current AI developments are aligning with that timeline. Vinge's thesis centered on machines reaching a level of intelligence enabling self-redesign, creating a feedback loop of accelerating progress, which is now reflected in the shift from pattern matching to autonomous AI workflows and reasoning capabilities outperforming humans in specialized domains. His prediction of total societal disruption, including the discarding of current economic and labor models, is becoming evident as rapid model updates disrupt industries.

Vernor Vinge predicted the Singularity by 2030 and he was The core of Vinge's thesis wasn't just that computers would get faster, but that they would reach a point of intelligence where they could redesign themselves. This creates a feedback loop that accelerates progress at a rate humans literally cannot comprehend. If you look at the current pace of prompt engineering and the shift toward autonomous AI workflows, we are seeing the first ripples of that acceleration. We've moved from basic pattern matching to reasoning capabilities that are already outperforming humans in specialized technical domains. For anyone interested in the theoretical roots of where we're heading, reading the original source material is a deep dive worth taking. It frames the current AI race not as a series of random breakthroughs, but as an inevitable mathematical progression. Vinge lived through what he would consider the "stone age" of machines, yet he managed to pinpoint the arrival of superhuman intelligence within a few years of the current era. If you want to see the original logic, the primary text is available here: https://edoras.sdsu.edu/~vinge/misc/singularity.html What's most striking is that Vinge didn't just predict the technology; he predicted the total disruption of human society. When you consider how quickly a single model update can disrupt entire industries today, the idea that our current models of economics or labor will be "discarded" doesn't seem like science fiction anymore—it looks like a roadmap. We are effectively operating in the narrow window he described, where the transition from human-led to machine-led intelligence begins. Next GLM-5. → /en/threads/6518/ an AI side-hustle playbook https://tanyan888.com/ , with plenty of directly applicable cases.