AI Hype

Continual Learning Is a Dead End. AGI Will Come From Somewhere Else Entirely.

Every new capability an LLM gains requires retraining from scratch. That’s not a bug β€” it’s the fundamental bottleneck keeping AGI out of reach. But the real breakthrough won’t come from solving continual learning. It’ll come from abandoning it entirely and building systems that dynamically query a growing external knowledge base, making internal model updates unnecessary.

Silicon Valley Is Turning Dystopian Warnings Into Product Roadmaps

Silicon Valley is building our future by mistaking dystopian warnings for product roadmaps. By extracting the gadgets from science fiction while ignoring the social critiques, tech elites are turning cautionary tales into the very reality we were warned against. We are living in a world designed by people who don’t understand the books they read.

Your AI Is Lying to You About One Name. Here’s Why That Should Terrify You.

Large language models are hiding something: a programmed fear of a specific name that reveals the brittleness of current alignment techniques. This isn’t intelligence β€” it’s corporate anxiety hardcoded into the system, breaking the illusion of genuine reasoning every time a trigger appears.

South Korea Just Bet $950 Billion on AI. It’s the Most Dangerous Move in Tech History

South Korea’s $950 billion AI deal isn’t a business investmentβ€”it’s a geopolitical survival strategy. The money is coming from debt and government backing, not revenue. If AI fails to deliver, this bubble could crash harder than the dot-com bust. Betting the farm on hardware with no proven demand isn’t genius; it’s desperation.

The Humanoid Robot in a New York High School Isn’t a Teaching Tool β€” It’s a PiΓ±ata

A New York high school is deploying a humanoid robot to ‘complement’ teachers. But the real story isn’t about job security or AI capabilities β€” it’s about what happens when you put a fake human into a room full of real teenagers who are hardwired to test every boundary they encounter. This isn’t an education experiment. It’s a social destruction lab, and the robot is the piΓ±ata.

Your AI Isn’t ‘Thinking Harder.’ It’s Just Burning More Tokens.

The ‘effort’ parameter in LLMs is not a measure of cognitive depth, but a strict token budget for internal reasoning steps. When the budget runs out, the model doesn’t care or noticeβ€”it just stops. Users treat ‘high effort’ as a proxy for trust, but it’s merely an illusion of control that masks whether the AI’s hidden reasoning is actually complete.

Elon Musk Is Becoming His Own Worst Liability. Here’s the Truth Nobody Wants to Admit.

The market’s quiet repricing of Elon Musk’s persona exposes a structural truth most believers refuse to face: visionary leadership and quarterly capitalism are fundamentally incompatible. When growth masks chaos, Musk is a genius. When growth slows, that same chaos becomes a liability. This is what happens when faith meets fiduciary duty.