Bounded substrate comparison

Research demonstration and deployable system

What evidence separates a laboratory result from an operable product?

bounded experimental setup

Research demonstration

Valid claim: Shows the reported effect under the stated conditions.

maintained operational service

Deployable system

Valid claim: Meets declared reliability, safety, cost, and support requirements in use.

Comparable axes

  • Task and environment
  • Failure and recovery
  • Lifecycle cost and governance

Non-equivalences

  • A paper result is not an SLA.
  • Scaling samples or devices can change behavior.

Comparison procedure

  1. 1.Replicate the effect.
  2. 2.Test operational envelope.
  3. 3.Audit safety and lifecycle.

Prohibited inference

Do not market a simulation, chip prototype, cell culture, organoid, or closed-loop laboratory experiment as deployable computing without reliability, safety, scaling, and lifecycle evidence.

Connected concepts and sources

Benchmarking, energy, and task equivalenceBiosafety, ethics, and governance
  1. NeuroBench: Advancing Neuromorphic Computing Through Collaborative, Fair and Representative Benchmarking · National Institute of Standards and Technology
  2. Guidelines for Stem Cell Research and Clinical Translation · International Society for Stem Cell Research
  3. BRAIN 2.0 Neuroethics: Enabling and Enhancing Neuroscience Advances for Society · National Institutes of Health