Evidence-Aware MapReduce for Forkable Compute
The paper introduces Evidence-Aware MapReduce for Forkable Compute, a structured system for managing massive parallel AI inference. Workers report detailed records containing estimates and evidence identifiers to a central reducer. This 'evidence-aware reduction contract' ensures traceability and prevents errors like forged precision, enabling scalable, trustworthy AI systems.