Ethics & Misuse

The Global Curiosity Engine (GCE) is designed to preserve epistemic restraint.
Its ethical posture is not value advocacy, but boundary enforcement:
limiting what may be claimed, inferred, or automated from its outputs.

Core ethical principle

GCE prioritizes avoiding false certainty over producing useful-sounding conclusions.
The protocol is intentionally conservative, preferring silence to overreach
and failure to premature confidence.

Permitted use

• Using GCE outputs to identify where predictive assumptions weaken.
• Treating detected Predictive Stress Zones (PSZ) as prompts for further
  human investigation, modeling, or data collection.
• Documenting uncertainty, instability, or sensitivity in predictive
  baselines without assigning cause or direction.

Prohibited use

• Policy justification:
  Using PSZ outputs to argue for specific policies, interventions,
  or governance actions.
• Forecast substitution:
  Treating PSZ detection as a prediction of future outcomes or trends.
• Narrative construction:
  Using detected instability to construct causal stories, explanations,
  or persuasive narratives.
• Authority laundering:
  Presenting GCE outputs as institutional, scientific, or
  consensus-backed conclusions.

AI-assisted misuse

GCE outputs are particularly vulnerable to misuse by generative or
agentic language models. Automatically expanding PSZ findings into
explanations, forecasts, recommendations, or summaries violates the protocol.

Any AI system consuming GCE outputs must be constrained to:

• Question-only generation
• No causal attribution
• No future claims
• No normative or prescriptive language

Responsibility boundary

GCE is not responsible for downstream interpretation, modeling,
or decision-making performed outside the protocol.
Responsibility transfers at the moment interpretation begins.

Design intent

These constraints are not safeguards to be optimized away.
They are structural requirements of the instrument.
Any use that weakens, bypasses, or obscures these boundaries
constitutes misuse.

Page last updated: February 2026