The $100 Million Illusion: Why a $10 Model Just Humiliated Silicon Valley
A single researcher trained a tiny transformer in 1.5 hours and it beat billion-parameter LLMs on the ARC benchmark — exposing the dirty secret of the AI industry: benchmarks are being gamed by synthetic data overfitting, and ’emergent reasoning’ is largely an illusion. Scale isn’t intelligence.