PhilosophyEVD / 01

Evidence before adjectives.

A model claim should be inspectable before it is impressive. Ainfera separates intent from observation, publishes the conditions that give a result meaning, and leaves the number blank when the evidence is not ready.

Read the public method

01Claim system

A claim is a system, not a sentence.

The public sentence sits at the end of a chain. The model must be identified, the work must be defined, runtime conditions must be disclosed, and the observation must survive review. The figure below makes that threshold visible.

02Discipline

Three rules govern every public number.

They are deliberately conservative. The cost of withholding a number is lower than the cost of publishing one without its meaning.

01Observation

Absence is information.

A target, estimate, internal run, or selected trace is not a public result. Until a repeatable observation is ready, the value remains N/A.

02Conditions

A score has an envelope.

Model revision, peers, workload, hardware, runtime, quantization, and uncertainty define the comparison. Change the envelope and the claim changes with it.

03Provenance

The receipt travels with the result.

A published value points back to the object, method, data, runtime, exclusions, and date required to inspect it. Context is part of the number.

03Boundary

The number is the smallest field in the record.

Identity, protocol, runtime, and uncertainty determine whether two measurements belong in the same comparison. The claim boundary keeps those conditions visible.