RunPod introduced details on Flash and FlashBoot, two pieces of its push to make serverless GPU inference feel closer to always-on infrastructure. The company says Flash can deploy Python functions as GPU endpoints in under 30 seconds, while FlashBoot reduces cold starts to under 200 milliseconds.
Cold-start latency is a major barrier for production AI apps that need responsive generation without paying for idle GPUs. If the approach holds up in real workloads, it could make bursty inference services cheaper and easier to operate.