Moore Threads Releases Prefill-as-a-Service Whitepaper to Cut Long-Context AI Costs

Moore Threads released a whitepaper on 'Prefill-as-a-Service' based on its MTT S5000 AI card. It targets long-context tasks like AI agents and code generation, which face high compute costs and slow response times as inputs grow. The solution separates Prefill (compute-heavy) and Decode (memory-heavy) stages into dedicated pools, reducing per-token costs while maintaining quality.