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Journal Entries

Designing for Agency: Incentives, Fluency, and the Architecture of Human–AI Collaboration
Field EssayFE-001

Designing for Agency: Incentives, Fluency, and the Architecture of Human–AI Collaboration

A foundational field essay exploring how incentives, AI fluency, and auditability shape sustainable human–AI collaboration.

Audience: Researchers & Leaders • January 2026

Why AI Fluency Is Critical for Sustainable Enterprise AI
Executive SummaryES-001

Why AI Fluency Is Critical for Sustainable Enterprise AI

An executive Summary on why scaling AI without preserving human judgment leads to erosion of human capital.

Audience: Executives • January 2026

The Cost of Rented Intelligence in a Fractured World
Field EssayFE-002

The Cost of Rented Intelligence in a Fractured World

A field essay on the strategic risks of renting intelligence in a fractured world, and why AI fluency is critical for preserving human capital and sovereignty.

Audience: Researchers & Leaders • February 2026

Entry Types

Field EssayExecutive SummaryDesign FrameworkAudit ReflectionLab Note

Core Themes

AI FluencyAgencyIncentivesHuman CapitalAuditability

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