Vernor Vinge predicted the Singularity by 2030 and he was

Vernor Vinge essentially defined the modern obsession with the Singularity over three decades ago, arguing that we would eventually hit a wall where superhuman intelligence renders all our current biological and technological models obsolete. Looking back at his timeline, it is wild how accurate he was. He placed the window for this shift between 2005 and 2030, and while we aren't exactly living in a post-human utopia yet, the trajectory of LLM agents and recursive self-improvement makes his "upper bound" feel imminent.

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.