Discovery Continuity: Sustained Human Engagement Beyond Reward in the Age of AI

This paper proposes a tentative distinction between Reward Continuity and Discovery Continuity as two different modes of sustained human engagement. While many contemporary systems appear to operate through recurring cycles of reward, acquisition, and renewed insufficiency, long-term participation in research, craftsmanship, artistic practice, and exploration may be sustained through a different mechanism. The paper introduces Discovery Continuity as a mode of continuation organized around uncertainty, meaningful incompleteness, and ongoing discovery. It further proposes the concept of Continuity Mismatch, which may emerge when the dominant mode of continuation within an individual differs from the dominant mode embedded within their environment. The framework is exploratory and intended as a contribution to future discussions on motivation, participation, organizational design, human development, and AI-era social systems.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-17
DOI
https://doi.org/10.5281/zenodo.20724705
Primary Topic
Innovation, Sustainability, Human-Machine Systems
Type
article
Field-Weighted Citation Impact
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article

Discovery Continuity: Sustained Human Engagement Beyond Reward in the Age of AI

N Tanaka
Zenodo (CERN European Organization for Nuclear Research)
Innovation, Sustainability, Human-Machine Systems
article

Discovery Continuity: Sustained Human Engagement Beyond Reward in the Age of AI

N Tanaka
article en

Abstract

This paper proposes a tentative distinction between Reward Continuity and Discovery Continuity as two different modes of sustained human engagement. While many contemporary systems appear to operate through recurring cycles of reward, acquisition, and renewed insufficiency, long-term participation in research, craftsmanship, artistic practice, and exploration may be sustained through a different mechanism. The paper introduces Discovery Continuity as a mode of continuation organized around uncertainty, meaningful incompleteness, and ongoing discovery. It further proposes the concept of Continuity Mismatch, which may emerge when the dominant mode of continuation within an individual differs from the dominant mode embedded within their environment. The framework is exploratory and intended as a contribution to future discussions on motivation, participation, organizational design, human development, and AI-era social systems.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
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Innovation, Sustainability, Human-Machine Systems
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