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Journal · 04 / Research

Engineering & Benchmarks

Protocol implementation, engineering trade-offs, reproducible experiments, correctness and cross-domain cost.

  1. Engineering & Benchmarks · Research NoteToward Zero Invalid State Admissions: A Benchmark ProposalA proposed benchmark for stateful AI systems: measure invalid admissions and useful task completion together, so that neither reckless acceptance nor blanket refusal looks like reliability.
Forthcoming in this category
  1. 01Benchmarking Reality: Beyond Answer Accuracy Forthcoming
  2. 02Can One Reality Protocol Work Across Industries? Forthcoming