The 'Scaling Wall' Panic: Why the $1 Trillion Bet is Failing

The era of 'bigger is better' for AI models has officially hit a wall. New data from January 2026 reveals a terrifying reality for the $1 trillion infrastructure buildout: returns on compute are collapsing.