01
Economic Core
Ongoing activity, resource allocation, technology use, current performance, and the formation or depletion of productive capability.
Research Program
Disentangling
Multilayered Systems
Seeing the mechanisms beneath observed outcomes
Precision Analytica studies how economic activity, governance, institutions, and social values interact as a system. We look beyond visible performance to identify the mechanisms that generate persistent patterns and the mismatches revealed when one layer changes faster than the others.
The Nested Economic Architecture
One active core inside three slower-moving environments.
The framework separates ongoing economic activity from the governance, institutional, and normative environments around it. The layers are related, but they do not move on the same clock.
02
Governance and Policy
Contracts, organizational arrangements, market design, incentives, safeguards, reporting standards, and operating rules.
03
Institutional Environment
The durable allocation of authority, rights, obligations, responsibility, law, and enforcement within which governance operates.
04
Values and Norms
The deeper social commitments that define legitimacy, acceptable tradeoffs, social purpose, and what is worth preserving.
Method & Framework
How the program models layered change, inherited constraints, and departures from established institutional frameworks. [Forthcoming]
Research organized around mechanisms, patterns, and mismatch
The framework organizes the work, but each paper begins with a substantive puzzle
Formal Working Paper
Masked Erosion
A formal theory of why strong visible performance can cease to reveal the human, organizational, or material capacity needed to sustain it. A later research note will translate the mechanism into the public language of the broader program.
Working Papers
Working Papers
Longer formal work developing the program across adjacent domains.
- Carrier Reproduction
- Masked Erosion
- The Dislocated Middle
- Institutional Mismatch
Research Notes
Research Notes
Shorter investigations extending the framework across active questions.
- The Frontier After AI
- Knowledge Convergence
- What the Keyboard Was Hiding
- The Dislocated Middle
Capability and Reproduction
Hidden erosion, learning, maintenance, and practical knowledge
AI and Knowledge Systems
Knowledge convergence, judgment, research frontiers, and automation
Institutions and Adaptation
Policy lag, legal response, coordination, and institutional change
Technology and Social Structure
Technological vintage, inequality, labor transitions, and hollowing