Independent research / Joseph W. Anady

Stay curious.
Follow the evidence.

How do we recognize a change in an intelligent system? Start with the question. Follow the method. Read what the evidence can—and cannot—tell us.

Explore the publications

The research collection

Two works. Two distinct bodies of evidence.

Research archive review

Following the evidence through the archive.

What can an archive establish, and what is still missing? This report traces the relationship between saved measurements, shell orchestration, state snapshots, and the claims they can support.

15 minute read · Web edition September 28, 2026

Read the report
Source recordsMeasurement streamsReproducibility gaps

A traceable account of what survives in the archive.

A continuing investigation.

Explore Pantheon, the studio’s work on coordinated intelligence, and the MEGAMIND archive in the public organizational record.

The record stays connected.

These publications belong to the same author and organization documented at Feed the Joe. The previous research PDF remains available as an earlier archived document.

Bring a question worth investigating.

For critique, source corrections, or a research collaboration, start with the work and the evidence.

Discuss the research

What are you exploring?

Search the pages and fieldnotes.

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