Singularity & Predictions

The Deprecation Paradox: Why We May Never Understand AI

AI models are retired faster than researchers can study them. This shrinking observation window reveals a stranger kind of singularity than we imagined.

The Retraction Velocity Threshold: AI's New Hype Metric

A new framework tracks how fast AI labs walk back capability demos, revealing a shrinking gap between hype and hedge that may signal hidden progress.

The Compute Confession Gap: AI Labs Go Dark on Model Scale

Frontier AI labs increasingly refuse to disclose training compute, widening the delay between a model's release and any credible estimate of its true scale.

Benchmark Cannibalism Index: AI's Real Singularity

Benchmark Cannibalism Index—the shrinking gap between AI benchmark launch and saturation revealing the true singularity is closer than you think.

Confidence Decay Clock: The Real Singularity Marker

The Confidence Decay Clock reveals when AI forecasts expire faster than experts can write them—the singularity signal nobody is tracking.

We Built a Doomsday Clock for Nuclear War. Do We Need One for AI?

Photo by Jon Tyson on Unsplash

In 1947, a group of atomic scientists created a simple metaphor to communicate existential risk to the public: a clock counting down to midnight. As artificial intelligence accelerates toward capabilities its own creators struggle to predict, the question becomes urgent—do we need a Singularity Clock to track how close we are to crossing the point of no return?

AI flattened the knowledge gap

Photo by Clay Banks on Unsplash

For centuries, knowledge was a fortress guarded by gatekeepers: universities, experts, and years of grueling apprenticeship. Then artificial intelligence kicked down the gate. The question now isn't who knows what—it's what you'll do with the fact that everyone suddenly knows almost everything.

Singularity watch as of 2026

Photo by Towfiqu barbhuiya on Unsplash

The technological singularity—the hypothetical point at which artificial intelligence surpasses human intelligence and triggers runaway growth—has long been a fixture of futurist speculation. As 2026 approaches, the conversation has shifted from "if" to "how close." This review examines the latest developments, expert forecasts, and the practical signals that tell us whether the singularity is genuinely near or remains a horizon that keeps receding.

The AI Singularity Clock — and Why It Keeps Resetting

Photo by Igor Omilaev on Unsplash

Every few months somebody moves the singularity date closer. Here is why the clock itself might be the absurd.

The Age of Silicon Intelligence: Will It Bypass Millions of Years of Human Evolution?

Photo by Zetong Li on Unsplash

For millions of years, evolution shaped our bodies and minds, restricted by geography and culture. Now, with the rise of AI, could it all be rendered moot in a single human lifetime?