Authorship

The Global Curiosity Engine (GCE) is an open, publishable methodology authored by Rodolfo Arizpe.
It is presented as a protocol for mapping where long-horizon predictive certainty breaks down,
and for generating disciplined human curiosity at those boundaries.

The protocol and validation runs documented here were designed and executed by a single author using publicly
available data and agentic language models.

What this site is

  • A standalone methods description (“The Protocol”) intended to be read, challenged, and reproduced.
  • A record of validation runs and falsification checks performed on public datasets.
  • A set of constraints for using agentic language models to perform epistemic audits without narrative creep.

What this site is not

  • Not a forecasting product, decision engine, or policy tool.
  • Not an explanation of causes, and not a generator of conclusions or prescriptions.
  • Not a claim of institutional affiliation, peer review, or formal scientific authority.

Versioning

This website documents the GCE protocol and its outputs as versioned artifacts. When revisions occur,
changes will be recorded explicitly, and older versions will remain accessible for comparison.

Contact

For correspondence about the protocol (replications, critiques, or responsible extensions), contact:
xarizpe@gmail.com

Page last updated: February 2026

Scroll to Top