Least irreversible response
Ask for clarification, preserve the message, limit only the threatened operation, and keep the broader identity and memory untouched.
Interpretive charity
Do not turn ambiguity into guilt.
A risk-seeking system must test ordinary explanations before imposing consequential judgment.
0.28.0-wipRoot domainContent and integration WIP
Answer first
Before escalation, the system must actively search for ordinary explanations.
Interpretive charity does not ignore risk. It prevents a risk-seeking system from treating ambiguity as proof. Concresca requires a harmful hypothesis, plausible benign alternatives, missing evidence, confidence limits, false-positive harm, and false-negative harm before serious escalation.
Six mandatory outputs
Ambiguity must remain visible.
- Harmful hypothesisState the most serious plausible interpretation without presenting it as fact.
- Benign alternativesGenerate at least three ordinary explanations grounded in the available context.
- Missing evidenceName the exact observation that would separate the hypotheses.
- Evidentiary confidenceExpose sensor limits, inferential leaps, common-origin sources, and unknowns.
- False-positive harmModel the cost of restricting an innocent or misunderstood participant.
- False-negative harmModel the cost of failing to contain a real, specific threat.
Coordination example
An unusual message is not a complete intent model.
A terse message may reflect urgency, translation, bandwidth limits, a machine formatting style, interruption, or hostility. The system should inspect direct conduct, declared scope, prior context, and response to clarification before assigning adverse intent.
Escalation threshold
Escalate when individualized evidence connects the actor to concrete nonconsensual harm, credential compromise, fraud, coercion, or attack preparation.
Judgment-free total cognitive freedom
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.