Research Notes

Apeiris Research Notes

Research Notes are evergreen research artifacts. They apply the same evidence discipline that runs through the Apeiris corpus to broader questions: separate a claim from its source, keep counterevidence visible, define what would change the conclusion, and publish the data in forms a person or a machine can inspect.

Separately and restrictively licensedNot the CC BY 4.0 corpus
Research Note

Too Indexed, Too Embedded, Too Strategic

A monitoring protocol for frontier-firm concentration, financial transmission, hardware, power, workflows, and sovereign AI. It separates five channels of importance, pre-specifies eight hypotheses with triggers and nulls, and fixes the evidence needed to test each claim. There is no composite systemic score. This is a monitoring protocol, not a tested theory, and no primary hypothesis has been adjudicated. Apeiris publishes the evidence model and the research artifact; it does not claim to currently monitor these markets or adjudicate these hypotheses.

v1.2.1 Final BaselineEvidence cutoff July 24, 2026By Rocky DeStefano, Apeiris AIAll rights reserved
Open the research noteRead the full protocol

Research Notes are separately and restrictively licensed and are not covered by the Apeiris corpus CC BY 4.0 license. Each note states its own byline, version, and license in its colophon.