5 articles tagged with Inference
GPT-5.6 Sol runs at 750 tokens per second on Cerebras wafer-scale silicon — roughly 15x a GPU. When frontier inference gets an order of magnitude faster, latency becomes the competitive axis.
For two years enterprises bought AI spend-first and let token usage run wild. Now FinOps owns the bill and the demand side is repricing the frontier — the efficiency turn has arrived.
In one week OpenAI taped out a custom inference ASIC and Qualcomm unveiled a data-center roadmap with Meta. The AI hardware war is shifting from training to inference — and from one vendor to many.
Google's DiffusionGemma is the first open-weights text-diffusion model from a major lab. It generates 256 tokens per pass and reprices inference for latency-critical, single-accelerator work. Here is where it wins and where it does not.
A complete hands-on tutorial for routing prompts to the cheapest capable LLM in TypeScript. Build a classifier, a model registry, a fallback ladder, and per-request cost telemetry that survives the May 2026 price war.