KV Cache Compression Shifts Long-Context AI Economics

MarkTechPost says TurboQuant, OSCAR and EpiCache are tackling the same long-context memory bottleneck in different ways. For technology leaders, the bigger story is that KV-cache efficiency is becoming a core lever for inference cost, GPU planning and production governance.