AI & ML · Aug 26
SemiAnalysis on OpenAI Jalapeño: why labs stop renting GPUs
The spicy bit is not the chip name. It is the math of serving tokens when inference becomes the product.
- Track inference cost, latency, and tokens per task as core product metrics, not backend trivia.
- Treat reported chip benchmarks as workload specific signals, not universal proof that one accelerator wins everything.
- Expect large AI labs to mix custom ASICs with GPUs rather than abandon flexible compute overnight.