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Learning Human–AI Relationships Through Astro Boy — What a Restartable Society Looks Like v2.3

Authors: Seo, Y;

Learning Human–AI Relationships Through Astro Boy — What a Restartable Society Looks Like v2.3

Abstract

Author: Y. Seo (@momotarou / Japan)Role: Metanist — Human × AI Understanding ArchitectAI Collaboration: AI Understanding SupportORCID iD: https://orcid.org/0009-0005-7669-0612 Main Text A restartable societyis not one that never fails. It is one that knows how to re-enter judgmentafter delegation. Modern systems are optimized for continuity.They assume that once automated,processes should remain automated. Restarting is treated as an exception—a failure mode. But history shows the opposite. Resilient societiesexpect interruption. They design for handover, pause,and return. In narratives symbolized by Astro Boy,crises never marked the end of human agency. They marked its reappearance. Humans stepped back inprecisely when systems reached their limits. A restartable society therefore hasthree visible properties: Legibility — people can seewhen decisions are automated Interruptibility — automation can be pausedwithout stigma Rehearsal — judgment is practicedeven when not strictly needed Without rehearsal,restart becomes panic. Without visibility,interruption becomes blame. Without permission,return becomes rare. The goal is not to distrust AI. The goal is to avoid a societythat only remembers judgmentduring catastrophe. Restartability must be mundane. It should feel normalto say:“Let’s take this back.” Disclaimer This section discusses restartability as a social design principle.It does not propose emergency protocols,but examines how everyday systems can preservehuman re-engagement with decision-making.

Keywords

"AI ethics Artificial intelligence governance Human-AI alignment AI education Human agency AI responsibility Philosophy of technology Technology and society AI sustainability AI energy consumption Technological acceleration Data center infrastructure Critical infrastructure risk Human judgment in AI systems Robot ethics Astro Boy Osamu Tezuka"

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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