If the recompute tax is the problem, why hasn’t anyone solved it yet?
Because AI infrastructure was never designed to preserve context at GPU scale.
So every follow-up request forces the system to rebuild the state repeatedly, wasting expensive GPU cycles.
MinIO MemKV creates space in GPU memory, offloads the KV cache, and instantly recalls context when it’s needed again. The result is less recompute, more decoding, and higher effective GPU utilization.
👇 See how MemKV helps eliminate the recompute tax.