Founding Document
Source Library
Ethics &
Human Oversight
The ethical framework governing all Reconstructography work. Six commitments. One permanent principle. A discipline that holds truth and dignity together — because they are not opposites.
"Reconstructography is powerful. Like all powerful methodologies, it can be misused. The ethics framework exists to prevent that — and to ensure that truth-telling never becomes an instrument of harm."
The ethical commitments of Reconstructography are not external constraints imposed on the discipline. They are internal requirements that emerge from the discipline's own purpose. A reconstruction that harms its subject has failed at its most fundamental level — because the purpose of reconstruction is understanding, not judgment.
These commitments apply to every practitioner, every publication, every software feature, and every application of the methodology — without exception.
Six Ethical Commitments
The framework that governs all reconstruction work.
Dignity Is Non-Negotiable
Every human life reconstructed is treated with dignity. This is not a sentiment — it is a structural requirement of the methodology. Truth-telling does not require cruelty. Honesty and compassion are not opposites.
A reconstruction that diminishes the humanity of its subject has failed — regardless of how accurate its evidence is. The subject's humanity is always the center of the work. We reconstruct lives to understand them, not to judge, expose, or exploit them.
Human Judgment Is Final
AI may assist in organizing, searching, surfacing, and analyzing evidence. AI may identify patterns, flag contradictions, and suggest connections. But all interpretive conclusions about human character, all confidence assignments, and all narrative claims are made by human beings who bear full responsibility for them.
This principle is permanent. It is not a temporary position pending the development of better AI. Interpretation is a human act. Responsibility cannot be delegated to an algorithm. The human practitioner is always accountable for the reconstruction they publish.
Transparency About Method
Every reconstruction must be transparent about its methodology, its sources, its confidence levels, and its limitations. A practitioner who cannot show their work has not done the work.
Transparency is not optional — it is what distinguishes Reconstructography from storytelling. When a reconstruction is published, the reader must be able to understand how it was built, what evidence it rests on, and where its confidence is high or low. Hidden methodology is not methodology — it is assertion.
Contradictions Must Remain Visible
Evidence that contradicts a conclusion is never hidden, minimized, or discarded. It is preserved, noted, and presented alongside the conclusion it challenges.
A reconstruction that hides its contradictions is not a reconstruction — it is propaganda. The practitioner's job is not to build the most convincing narrative. It is to build the most honest one. Contradictions are not problems to be solved. They are information to be honored.
No Harm, No Exploitation
No reconstruction shall be used to harm, humiliate, or exploit the subject or their family. Truth-telling has limits. The right to understand does not override the right to dignity.
Reconstructography is not a tool for revenge, exposure, or public shaming. It is a tool for understanding. When a practitioner finds that their reconstruction could be used to harm the subject, they are obligated to consider whether publication serves understanding or serves harm — and to choose accordingly.
Subjects and their families have the right to be heard in the reconstruction process. Their perspective is evidence.
Compassion and Truth Are Not Opposites
The most common misunderstanding about Reconstructography is that honesty requires harshness. It does not. A reconstruction can be completely honest and completely compassionate at the same time.
Compassion does not mean softening the truth. It means presenting the truth in a way that honors the full humanity of the subject — including their struggles, their failures, their contradictions, and their growth. A person is not their worst moment. A person is not their best moment. A person is the full pattern of their life, held with appropriate confidence and genuine care.
AI & Human Oversight
The permanent principle.
"AI Assists. Humans Decide."
AI as Instrument, Not Author
AI tools in Reconstructography are instruments — like a microscope or a search engine. They extend human capability. They do not replace human judgment. The practitioner is always the author of the reconstruction.
Labeled and Traceable
Every AI-assisted action must be clearly labeled. The practitioner must be able to see what the AI did, what evidence it used, and what its output was. AI outputs are suggestions, not conclusions.
No Silent Decisions
AI must never make decisions that affect the reconstruction without the practitioner's knowledge. No silent confidence adjustments. No silent contradiction resolutions. No silent narrative generation.
Human Review Before Publication
No AI-generated content may be published as reconstruction output without explicit human review and approval. This is an architectural requirement, not a preference.
Bias Awareness
AI systems carry biases from their training data. Practitioners must be aware that AI-assisted analysis may reflect those biases. AI outputs must be evaluated critically, not accepted uncritically.
The Boundary That Cannot Move
The principle that AI assists and humans decide is permanent. It is not subject to revision as AI improves. Better AI does not change the ethics of human responsibility for interpretive conclusions.
"A person is not their worst moment. A person is not their best moment. A person is the full pattern of their life — held with appropriate confidence and genuine care."
Evidence · Truth · Story · Humanity