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Demian ReidelPhysicist and economist

Systems

CE / 01–06

Systems / Six scales

The object changes. The discipline does not.

Read the system. Find the constraint.
Six scales—from physical law to the infrastructure of compute—used to examine how models, incentives, institutions, and operating constraints become consequences.
  1. 01What changes when the object of study becomes a system?From laws to behaviorA physics thesis on sequence storage and two peer-reviewed papers trace a move from stochastic processes to the aggregate behavior of neural networks.1994–1997Sourced
  2. 02What must a model do when actors can adapt to it?Models under pressureA documented economics paper and SEC-recorded portfolio-management role place formal analysis inside markets, where timing, liquidity, incentives, and revision affect the decision.2002–2007Sourced
  3. 03How does an institution make a commitment legible to many actors?Credibility as infrastructureCentral-bank board service, a vice-presidential role, and Finance Track representation show policy operating through mandates, formal roles, and institutional interfaces.2015–2018Sourced
  4. 04What separates an announced industrial strategy from a system that operates?Intent and operating capacityOfficial records document a nuclear-policy announcement, a company appointment, and public IAEA addresses connecting nuclear energy, institutional capacity, and artificial intelligence.2024–2026Sourced
Four case files connect the six scales. Every factual anchor opens onto its closest public source.