ElevenLabs on turning GPU scarcity into engineering: serving 70x more users per GPU with batching, FP8, speculative decoding and KV-cache compression.
This is the infrastructure-side version of the enterprise AI cost problem.
The issue is not only which model you use. It is whether the workload is routed, batched, served, and governed intelligently.
The next phase of AI economics is allocation, not access.
This is the infrastructure-side version of the enterprise AI cost problem.
The issue is not only which model you use. It is whether the workload is routed, batched, served, and governed intelligently.
The next phase of AI economics is allocation, not access.