Autonomous Driving Compute Ledger Seen Through Token Billing: ByteDance's Cloud Ambitions and Industry Cost Anxiety

I noticed an interesting detail: ByteDance is making waves in video generation with Seedance 2.0, but what really makes me, as someone working in autonomous driving, wary is the widespread rollout of its Token-based billing model behind the scenes. Cloud providers collectively shifting to Token pricing essentially redefines the power to set compute prices. What does this mean for autonomous driving? It's not simply about whether computing power gets cheaper or more expensive; it means the entire financial model for model training and inference needs to be recalculated.