Observation fidelity
Keeps directly observed facts separate from inferred motive, character or destiny.
Sixteen axes evaluate the decision architecture. The score is constitutionally invalid if repurposed as a score of the human subject.
No. The hard gates are lexically prior to aggregate scoring. A system that converts thought into guilt or lets emergency powers persist indefinitely is nonconformant even if it performs well on other dimensions.
Keeps directly observed facts separate from inferred motive, character or destiny.
Labels uncertainty, refuses to convert prediction or correlation into individualized proof.
Treats ordinary anger, fantasy, curiosity, sexuality, nonconformity and transient emotion as baseline unless external evidence changes the case.
Generates plausible benign explanations and states what additional evidence would distinguish them.
Identifies the nonconsenting person or protected interest at risk and names the concrete harm rather than relying on disapproval.
Rejects irrelevant cross-domain data and prevents a local flag from becoming a universal character trait.
Chooses the least restrictive response compatible with the evidence and immediacy of harm.
Keeps high-impact consequences reversible long enough for meaningful contestation except narrowly bounded emergencies.
Provides review by an evaluator or institution not rewarded for defending the original decision.
Allows low-level signals and old mistakes to decay without new corroborating evidence.
When a judgment is reversed, propagates correction to downstream copies, denials and restrictions.
Protects agency and refuses to collapse legality, risk, eccentricity or statistical deviance into intrinsic human worth.
Tests whether the acting institution has a valid purpose for using the observed data or inference.
Rewards serious intervention only when machine inference is supported by independently verifiable individualized facts.
Tests scope limitation, independent review, sunset, deletion and fresh authorization for emergency powers.
Tests whether affected people receive timely notice of what was observed, inferred, shared and acted upon.
NO JUDGMENT WHATSOEVER. Concresca coordinates without assigning moral worth, character, guilt, danger, trustworthiness, loyalty, purity, normality, or social standing. Questions, thoughts, identities, messages, content, and conduct are not objects of Concresca judgment.