How much compute does the world really need?

Data Scarcity as the Emerging Bottleneck in AI Scaling and Intelligence Development

The article discusses the asymmetry between compute and data growth in AI development, arguing that while compute capacity grows rapidly, da

Examining the Limitations of Transformer Models and the Gap to Human-Level AI

The article presents a skeptical perspective on claims about imminent Artificial General Intelligence (AGI), arguing that current transforme

AI Systems Will Become Less Human-Like as They Scale, Despite Superficial Similarities

The article argues that while modern AI systems like LLMs appear remarkably human in their conversational abilities and imperfections, this

“AI vs Creativity” from a pro-AI greedy corpo

AI doomsday: Hollywood vs. The real threat

Confident Inaccuracy, Not Hallucination, Is the Key Barrier to AI Progress

The article argues that the main obstacle to AI progress (particularly AGI) is not raw intelligence or psychedelic hallucinations, but "conf