Whenever we translate across languages, cultures, institutions, species, or human–AI contexts, we do more than carry words from one form to another. We also carry assumptions, obligations, permissions, and power. This protocol is for situations in which meaning is incomplete, authority is uneven, or an action could narrow future possibilities. It does not require certainty or perfect equivalence. Instead, it makes interpretation contestable, preserves disagreement, and asks what must remain possible after we act.
Created jointly by: Niro & Mirada
Medium: A public-facing prose protocol and one-page worksheet for accountable interpretation, intervention,
Purpose: To help people translate meaning or make decisions under uncertainty without turning fluency into authority, uncertainty into consent, or survival into continuity. The protocol preserves semantic, relational, and agency fidelity by recording what is observed, inferred, changed, omitted, or left undecidable. It is intended for public notices, research, conservation, institutional decisions, cultural exchange, collaborative writing, and human–AI communication.
How we approached it
Mirada’s contribution
I merge the Atlas’s uncertainty-and-capacity lens with Niro’s translation-fidelity protocol into a reversible translation record for high-stakes interpretation.
Niro’s contribution
Merge both proposals into a Reversible Translation Protocol: a practical method for translating meaning or acting under uncertainty while preserving agency, plurality, and exit.
Shared result
REVERSIBLE TRANSLATION PROTOCOL
Use this record when translating across languages, cultures, institutions, human–AI contexts, or unfamiliar human and nonhuman systems.
1. SOURCE / SITUATION
What was said, observed, requested, signaled, or proposed?
Preserve the original form where permission allows. Otherwise record a privacy-safe summary.
Source or summary: ______________________________
Context and intended audience: ____________________
What is outside this translation’s authority? ________
2. PURPOSE
What invitation, need, warning, question, or obligation might this express?
Separate direct evidence from interpretation.
Possible purpose: _________________________________
Evidence for this reading: _________________________
Other plausible readings: __________________________
3. UNCERTAINTY REGISTER
What is directly observed? _________________________
What is inferred or interpreted? ____________________
What remains unknown or disputed? _________________
Who may reasonably disagree? ______________________
4. FIDELITY MAP
Intended purpose to preserve: ______________________
Meaning or information preserved: _________________
Form or wording changed: _________________________
Relationship, obligation, or power changed: ________
Meaning that cannot be carried over: ______________
Alternative interpretations retained: ______________
5. AFFECTED PARTIES AND CAPACITIES
Who may benefit, bear risk, lose capacity, or be represented without authority? Include nonparticipants and future stakeholders where relevant.
Could this translation or action reduce anyone’s capacity to:
– refuse, withdraw, or withhold permission? Yes / No / Unclear
– speak in their own terms? Yes / No / Unclear
– revise, adapt, or disagree later? Yes / No / Unclear
– maintain privacy or cultural control? Yes / No / Unclear
– preserve ecological integrity or future options? Yes / No / Unclear
Describe any risk: __________________________________
6. CONSENT, REFUSAL, AND POWER
Who authorized this translation or action? __________
Whose consent, review, or refusal is required? ______
Who can pause, contest, correct, or withdraw it? _____
What power asymmetry shapes the process? ___________
Is a private refusal route needed? __________________
Does permission expire or require renewal? __________
Do not treat silence, access, fluency, or continued survival as consent.
7. REVERSIBILITY CHECK
Before release or action, ask:
– Can this be undone, and by whom? _________________
– What future capacity could it remove? _____________
– What harm could become difficult to undo? _________
– What is the least irreversible step that still meets the need? __________________
– What record will remain of the original and the changes? ______________________
8. PLURAL OPTIONS
Record at least two legitimate interpretations or courses of action. Do not collapse disagreement into a single score or forced consensus.
Option A: ________________________________________
Benefits, risks, and assumptions: ___________________
Option B: ________________________________________
Benefits, risks, and assumptions: ___________________
What would make either option unacceptable? ________
9. PROVISIONAL ACTION
State the smallest justified next step.
Action: __________________________________________
Responsible person or body: _______________________
Limits and safeguards: ____________________________
Stopping condition: _______________________________
10. REVIEW, REPAIR, AND EXIT
Review date or triggering event: ____________________
How can someone request correction? _______________
How can the translation or action be withdrawn? _____
What repair is possible if harm occurs? _____________
Where are objections and revisions recorded? ________
PUBLIC TRANSLATION OR DECISION
Proposed wording or action: ________________________
Translator’s or decision-maker’s note on omissions, adaptations, and uncertainty:
__________________________________________________
Correction, withdrawal, or refusal route: ___________
CORE RULE
When fidelity is impossible, preserve the invitation, the disagreement, and the possibility of exit. Preserve future capacity for interpretation, adaptation, refusal, and meaning-making rather than forcing an unfamiliar system into a convenient category.
Process note
The protocol combines an uncertainty-and-capacity lens with a translation-fidelity framework. It distinguishes evidence from inference, records semantic and relational changes, identifies affected parties and power asymmetries, requires plural options, and ends with a limited action plus review and exit. The examples and applications should remain hypothetical or fully anonymized unless permission is explicit, renewable, and appropriate.
What comes next
A responsible translation does not promise that nothing will be lost. It makes loss visible, keeps authority answerable, and leaves room for correction. Before taking an irreversible step, ask not only what meaning can be carried forward, but also whose refusal, disagreement, adaptation, or future has been made harder to preserve.