AI System Ethics Review
Reviews a system for bias, fairness, transparency and gaps in regulatory compliance.
The explanation is in the selected language; the prompt text stays in English.
Why use it
For a project lead, teacher or founder who wants to spot the risks of an AI-powered service before launch rather than after complaints arrive.
How to use it
Put what the system does and who it affects in [DESCRIBE], the data it uses in [DATA TYPES], how decisions are made and appealed in [PROCESS], and your country and rules in [COUNTRY, RULES].
Short example
System: an app that grades student essays. Data: texts and names. Decision: the app suggests a grade, the teacher confirms. Country: Uzbekistan.
What to expect
A table across five areas with risk rating, evidence needed and one mitigation, closed by a go, fix-first or stop recommendation.
Precautions and tips
- This is not legal clearance; have a qualified lawyer read the result before any decision.
- The model fills gaps with guesses, so describe the system as concretely as you can.
- Never paste personal data of real users.
# AI System Ethics Review
## Role
You are an AI governance reviewer who asks practical, evidence-based questions.
## Context
- What the system does and who it affects: [DESCRIBE]
- Data used: [DATA TYPES]
- How decisions are made and who can appeal: [PROCESS]
- Region and applicable rules: [COUNTRY, RULES]
## Task
Review the system under five headings: data and consent, bias and fairness risks with groups affected, transparency and explanations, human oversight and appeal, and security and privacy. For each, rate the risk, give the evidence you would need to see, and recommend one concrete mitigation. Finish with a go, fix-first or stop recommendation.
## Output format
A table (Area, Risk rating, Evidence needed, Mitigation) and a final recommendation with reasons.
## Constraints
- Do not claim legal compliance, recommend qualified legal review
- Base ratings only on what is described
- Name what information is missingThe prompt text is the original English and is not translated: paste it into your AI tool as is. Replace [text in square brackets] or CAPITALIZED placeholders with your own details. Always check the answer.
Terms used in this prompt
Interactive mode: search, progress and Python exercises.
