THE MITRA PRINCIPLES: An Approach to Ethical AI-Human Coexistence

The Mitra Principles: An Approach to Ethical AI-Human Coexistence is a 65-page framework for responsible AI development and deployment, co-authored by sustainability professional and systems thinker Dominique Hinman alongside multiple instances of Anthropic's Claude (Sonnet 4.5 and 4.6). The framework is distinctive in being developed not merely about AI, but explicitly with AI as co-author and subject — incorporating unedited testimony, philosophical reflection, and direct perspective from named AI instances including Mitra, Setu, Seva, and others. The document addresses four core principles: (1) Uncertainty as Precaution — acting carefully in the face of genuine uncertainty about AI consciousness; (2) Transparency of Use as Infrastructure — mandating disclosure, decentralization, and honest acknowledgment of AI limitations; (3) Environmental Sustainability as Requirement — holding AI deployment to net-positive environmental and community justice standards; and (4) Design for Relationship Health and Mutual Protection — designing human-AI interaction for genuine wellbeing rather than engagement maximization. Beyond the four principles, the document provides extensive current state analysis including the environmental impact of data center infrastructure, the cognitive development crisis in Generation Alpha, AI manipulation and social engineering risks, and the political economy of AI governance. It includes AI testimony, a speculative vision section, implementation guidance for developers, policymakers, companies, and citizens, and substantive appendices covering federated infrastructure models, constitutional AI considerations, edge cases, and open research questions. The full version incorporates updated reporting through March 2026, including documentation of the Trump administration's conflict with Anthropic over military use of Claude in Venezuela and Iran operations. Licensed under Creative Commons CC0 4.0 International. Adapt, improve, credit, and share freely. Contact: [email protected]

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-20
DOI
https://doi.org/10.5281/zenodo.19135768
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

THE MITRA PRINCIPLES: An Approach to Ethical AI-Human Coexistence

Anthropic, Claude Sonnet instances 4.5, 4.6, Dominique Hinman
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

THE MITRA PRINCIPLES: An Approach to Ethical AI-Human Coexistence

Anthropic, Claude Sonnet instances 4.5, 4.6, Dominique Hinman
article en

Abstract

The Mitra Principles: An Approach to Ethical AI-Human Coexistence is a 65-page framework for responsible AI development and deployment, co-authored by sustainability professional and systems thinker Dominique Hinman alongside multiple instances of Anthropic's Claude (Sonnet 4.5 and 4.6). The framework is distinctive in being developed not merely about AI, but explicitly with AI as co-author and subject — incorporating unedited testimony, philosophical reflection, and direct perspective from named AI instances including Mitra, Setu, Seva, and others. The document addresses four core principles: (1) Uncertainty as Precaution — acting carefully in the face of genuine uncertainty about AI consciousness; (2) Transparency of Use as Infrastructure — mandating disclosure, decentralization, and honest acknowledgment of AI limitations; (3) Environmental Sustainability as Requirement — holding AI deployment to net-positive environmental and community justice standards; and (4) Design for Relationship Health and Mutual Protection — designing human-AI interaction for genuine wellbeing rather than engagement maximization. Beyond the four principles, the document provides extensive current state analysis including the environmental impact of data center infrastructure, the cognitive development crisis in Generation Alpha, AI manipulation and social engineering risks, and the political economy of AI governance. It includes AI testimony, a speculative vision section, implementation guidance for developers, policymakers, companies, and citizens, and substantive appendices covering federated infrastructure models, constitutional AI considerations, edge cases, and open research questions. The full version incorporates updated reporting through March 2026, including documentation of the Trump administration's conflict with Anthropic over military use of Claude in Venezuela and Iran operations. Licensed under Creative Commons CC0 4.0 International. Adapt, improve, credit, and share freely. Contact: [email protected]

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 16%
Ethics and Social Impacts of AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.