The problem
Institutions worry about copied and machine-written submissions, but accusation-based detectors are unreliable and unfair.
What to build
Design a process-based tool that records the drafting history of an assignment and gives teachers evidence of authorship effort without invasive surveillance.
Success looks like
A privacy-respecting writing timeline that students can see and share, with false-accusation risks documented and mitigated.
Suggested technologies
- Document versioning
- Writing analytics
- Privacy design
- Browser extension
- Ethical guidelines
An original, independent statement. It is not an official Smart India Hackathon problem statement, and Arventiq Labs is not affiliated with or endorsed by that programme. The scenario is illustrative and does not describe any specific organisation. Free to use with credit.