New GPUs Will Cut Inference Costs, But Not Prices for Users

Inference (deployment of AI models) is getting more expensive due to growing infrastructure strain. A new generation of GPUs and specialized accelerators promises to reduce computing demand and lower developer costs. But users are unlikely to see price cuts — companies won't trim their margins.