Part 1 · The operating system
CLEO: The World’s First STEM Trustmark Operating System
Credentialing Logic for Educational Operations
An independent American chronicle149 papers · 2017–2026
Knowledge. Self-determination. Liberty.
The STEM Papers.
STEM Education & Self-Determination:
The Twin Engines of Liberty.
Independent thoughtABR2017 — 2026
Original essays · Original dates · A living recordEnter the archive
The latest paper № 149 · October 2026Technology & AIOctober 2026
A Robot Can Move. Can the Learner Explain Why?
A new weekly window into STEM.org Insights, beginning with a mechanical dog and a better classroom question.
Read the paperAndrew B. Raupp2 min read
A three-paper series · The STEM Papers
Read the seriesSTEM Trustmark Architecture
CLEO defines the operating system. Dynamic Standards Consensus governs the standards. Sociotechnical Scoring Methodology evaluates the evidence.
Part 2 · The governance layer
Dynamic Standards Consensus: A Living Standards Model for STEM Education
How DSC transforms STEM.org Trustmarks into a real-time governance system for participatory and independent standards development.
Part 3 · The evaluation method
Introducing Sociotechnical Scoring Methodology
AI-Human Augmented Evaluation of STEM Education Programs, Products, and Published Content
Recent additions to the collection
All 149 essaysThe unfolding record
Policy & Society
The Roll-Up Coup Comes for STEM
Private equity did not build the STEM education movement. It arrived after the work was done, with a spreadsheet and a debt facility, to collect.
Policy & Society
The Investment-Industrial Complex and STEM Education
Private Equity, Venture Capital, and the Contest for Standards, Credentials, and Professional Authority
STEM & Education
A STEM Education Declaration of Independence: The Articles of Renewal
The Right to Separate from Systems That Cannot Be Reformed
“For in the end, every republic is measured not by the power of its machines, but by the wisdom of its makers.”
Thematic galleriesIdeas that shape
Ideas that shape
an age.
Four recurring themes trace the questions at the heart of the modern STEM education movement.
The author & his convictions
Independent by conviction.
Founder of STEM.org. Author of The STEM Papers and Liberty or Deathwire.
About Andrew