Research Updates
How the Acacia Initiative's research programme has evolved — tracking updates, new findings, and shifts in understanding.
The Core Argument
The research programme is the engine of the Acacia Initiative. This page documents how it has evolved — new findings, shifts in focus, and updated understanding.
Research is the foundation of the Acacia Initiative. Our understanding of the Judgment Economy is grounded in evidence — historical analysis, empirical research, and practical experience.
Research is never finished.
Our research programme is evolving. We are constantly learning, testing, and refining our understanding. This page documents that evolution.
Research Areas
The key areas of the research programme.
Economic History
Research into previous economic transitions. How have scarcity and abundance shifted over time? What patterns repeat?
AI and Decision Making
Research into how AI affects human judgment. What are the risks and opportunities? How can we design systems that support judgment?
Human Judgment
Research into how human judgment works. How can it be supported and preserved? What are the limits of judgment?
Context and Meaning
Research into context and meaning. What is context? How does it create meaning? How can it be represented and shared?
Knowledge Transfer
Research into how expertise becomes reusable knowledge. How does it move between contexts?
AI-Human Interaction
Research into how humans and AI interact. What makes interaction effective? What makes it risky?
Organisational Decision Making
Research into how organisations make decisions. How can decision-making be improved? What are the barriers?
Research Updates
Recent updates to the research programme.
Economic History Research
Status: Ongoing
Key findings: The pattern of Scarcity → Abundance → Friction → Adaptation is consistent across all economic eras. This provides historical grounding for the Judgment Economy thesis.
AI and Decision Making
Status: Ongoing
Key findings: AI can generate plausible answers, but it cannot evaluate them. The gap between generation and evaluation is the core problem of the Judgment Economy.
Human Judgment Research
Status: Ongoing
Key findings: Judgment is a capability that can be supported by structure, training, and practice. It is not a fixed trait.
Context and Meaning
Status: Ongoing
Key findings: Context is the foundation of meaning. Without context, information is just data. With context, it becomes actionable intelligence.
The Acacia perspective:
Research is the foundation of our work. We are constantly learning, testing, and refining our understanding. This is the engine of the Acacia Initiative.
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