Edge AI Inference: A Goldmine of Compute, or a Management Black Hole?

The 180-Degree Turn By the end of 2025, the compute market was still worried about oversupply. By early 2026, the winds had completely shifted. Compute became scarce, and prices rose. Kimi's API revenue over just a few days during the Spring Festival...