There's an interesting contradiction brewing: language-based AI keeps breaking records and impressing everyone, yet this very momentum is creating the seeds of its own structural breakdown. The better it performs at current tasks, the faster it's pushing toward obsolescence—a feedback loop that's hard to ignore.