# Human and AI Research Collaboration

A proposed use of AI as a documented research aid while retaining human accountability and expert review.

Canonical page: https://givegigs.com/wiki/necro-ai-harmony
Last updated: 2026-11-09T18:58:13.269Z
Parent topic: [necromancer-proposals](https://givegigs.com/wiki/necromancer-proposals)

## Contents
- [Overview](#wiki-section-overview-1)
- [Questions to explore](#wiki-section-questions-2)
- [Limits and responsible interpretation](#wiki-section-boundaries-3)
- [Connection to Necromancer](#wiki-section-necromancer-4)

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## Overview

A proposed use of AI as a documented research aid while retaining human accountability and expert review. This subject connects to the wider Necromancer dossier, which brings together neuroscience, research governance, proposed programs, and an imaginative storyworld.

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## Questions to explore

A careful introduction to human and ai research collaboration asks how its central terms are defined, what evidence or experience is relevant, and which alternative explanations remain. For research, distinguish model validation, measurement quality, and functional outcomes. For governance, identify decision-makers and affected people. For storyworld ideas, mark metaphor and authored premises clearly.

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## Limits and responsible interpretation

The practices described here are proposals for discussion, not proof that a process has been adopted or implemented. A useful plan makes responsibility visible, gives affected people a meaningful voice, records decisions, and includes a way to pause or revise work when evidence or circumstances change.

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## Connection to Necromancer

[Read the matching dossier section](/necromancer#research) or [browse the Necromancer research collection](/research/collections/necromancer). The dossier links this subject to questions about turning ambitious ideas into reviewable, limited, and clearly communicated work.

## Sources

- [Reference and further reading: Human and AI Research Collaboration](/research)

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