Continuation Observatory

Code destination

The repository linked from the paper is the primary code destination for reproducing the current UCIP work.

This page connects implementation, methodology, observatory, and data so readers can move directly from claim to code.

https://github.com/christopher-altman/persistence-signal-detector

GitHub

Open the public repository.

Code, scripts, and the implementation stack referenced by the paper.

Paper

Read the scientific framing.

The core thesis, baseline comparison, and falsification logic behind the implementation.

Methodology

Inspect the measurement stack.

Operational readouts, metric definitions, and the current falsification threshold.

Observatory

View the live measurements.

Signal displays, comparative views, and current readouts.

Data

Download the bundle exports.

Published CSV and JSON outputs for the current observatory bundle.

Research

See the next-step agenda.

The deeper research page for hardening, invariance, and future work.

Continue Through the Research Pages

Explainer

Read the UCIP executive explainer.

A concise walkthrough of observational equivalence, latent structure, and why structural measurement matters now.

Paper

See the paper overview.

The scientific thesis, baseline comparison, and falsification framing anchored to the arXiv preprint.

Patent status

Review the patent filing.

Provisional patent scope and its relationship to the research program.

Reproducibility · Current page

Inspect the code and data.

Implementation, methodology, and everything needed to reproduce the current results.

Research

Follow the next-step agenda.

Open questions, future-work framing, and the hardening roadmap.

Field landscape

Browse the field landscape.

A curated map of frontier labs, evaluators, public-sector bodies, interpretability groups, and funding programs.

Cite this work

@misc{altman2026observatory,
  title   = {Continuation Observatory: Structural Measurement for Continuation Signals},
  author  = {Altman, Christopher},
  year    = {2026},
  url     = {https://continuationobservatory.org},
  note    = {Open research observatory, updated continuously}
}

Reproducibility Hub