# Investigate hidden AI assistance with context

https://lunaprompts.com/solutions/ai-cheating-detection

Illustrative assessment template. Adapt and calibrate for the role before use.

An integrity signal is a reason to investigate. Combine session evidence with the candidate’s work and their explanation before deciding.

## Task

Before a pilot, define allowed AI use and run controlled scenarios with consenting internal testers: normal work, approved assistant use, and attempted hidden assistance. Compare browser and selected LunaPrompts Secure desktop sessions separately.

## Deliverables

- A written AI-use policy shared with candidates
- A record of environment, tool version, scenario, and observed signals
- A human-review process for flagged sessions and candidate explanations

## Suggested rubric

### Environment coverage — 25%
Stronger evidence: Records browser or desktop runtime, OS, permissions, and tested tool version.
Investigate: Assumes a result on one device applies to every configuration.

### Signal evidence — 30%
Stronger evidence: Reviews timestamps and multiple corroborating observations.
Investigate: Treats a single alert as proof of cheating.

### Authorship discussion — 25%
Stronger evidence: Asks the candidate to explain their own implementation and choices.
Investigate: Uses unrelated trivia to judge authorship.

### Review and resolution — 20%
Stronger evidence: Records the reviewer’s reasoning and gives room for an explanation.
Investigate: Rejects automatically without considering context.

## Illustrative report (not a real candidate result)

The illustrative session contains a hidden-window signal. The candidate can explain the implementation, and an approved accessibility tool was running.

Investigate the environment and policy before making a decision. This example shows why an alert is not a misconduct finding.

## Follow-up questions

- Which signals are available in our chosen environment?
- How are approved tools distinguished from prohibited assistance?
- What evidence can reviewers inspect before taking action?

Discuss your requirements: https://lunaprompts.com/pricing