AGI

The Turing Test Is a Trap. Human-Level AI Is a Lie.

The tech industry is obsessed with building human-level AI, but Alan Turing’s foundational assumption might be fundamentally flawed. By forcing machines to mimic human intelligence, we are chasing a sci-fi fantasy instead of unlocking true, alien computational power. It’s time to abandon the anthropomorphic benchmark.

You’re Learning AI Backwards. Here’s Why You’re Stuck.

Most people learning AI today start with transformers and work backward only when forced. But the deepest insights into LLMs come from philosophy, logic, and the history of language โ€” not from the latest architecture paper. A new free curriculum teaches AI chronologically, from Plato to GPT, so you build genuine understanding instead of superficial tool-use. The people who’ll shape the next decade aren’t the ones who learned fastest โ€” they’re the ones who learned deepest.

We Asked an AI to Predict the Future. What It Revealed Should Terrify You โ€” But Not for the Reason You Think

AI predictions about the future aren’t prophecies โ€” they’re statistical averages of human anxieties dressed in authoritative prose. The real danger isn’t AI superintelligence; it’s our own willingness to confuse eloquence for accuracy. Every time you nod along to a vague AI prediction, you’re not gaining insight โ€” you’re running a Rorschach test on yourself and mistaking the reflection for foresight.

Why Your Brain Is Not a Computer (And Why AI Is Still Stuck in 1950s Thinking)

John von Neumann, the father of modern computing, wrote his final book to warn us: the brain is not a computer. 70 years later, we’re still brute-forcing digital approximations of intelligence, ignoring the fundamental architectural gap he identified. The next AI breakthrough won’t come from more GPUsโ€”it will come from finally listening to that warning.

The AI Rout Isn’t a Crash. It’s the Biggest Buying Opportunity in History.

While everyone panics over the AI rout, Leopold Aschenbrenner is quietly raising capital. The market crash isn’t a bubble burstingโ€”it’s a filter separating true believers from tourists. Visionary contrarians use fear to consolidate resources at a discount. The AGI trajectory hasn’t changed. The real risk is getting distracted by the noise.

AGI Isn’t a Milestone โ€” It’s a Moving Goalpost We Invented to Protect Our Egos

Backpropagation, the algorithm behind every modern AI breakthrough, already delivers AGI-level capabilities. But we keep moving the goalposts of ‘real intelligence’ because admitting machines are smarter would wound our ego. The race is over โ€” we just refuse to see it.

AI Won’t Give You More Free Time. And Deep Down, You Know Why.

Sam Altman says AI won’t shorten the workweek because humans enjoy being busy. He’s right โ€” but not for the reason you think. Busyness isn’t about productivity anymore. It’s a status symbol, an identity anchor, a defense against irrelevance. As AI automates routine work, we won’t get more free time. We’ll get a busyness arms race, where everyone competes to fill reclaimed hours with visible, status-conferring activity. The utopia of leisure was never a technology problem. It was always a psychological one.

Google Just Dismantled Its Nobel-Winning AI Team. That Should Terrify You.

Google DeepMind is dismantling its Nobel-winning AlphaFold team to scatter researchers across product divisions. This isn’t a reorganization โ€” it’s a declaration that even the most celebrated scientific achievement in modern AI is subordinate to the product roadmap. The era of curiosity-driven research is dying, and we won’t notice the loss until it’s too late.