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AI Use Case Register

Purpose: A public, on-chain record of every AI tool and practice used at Future’s Edge. Updated continuously. Anyone can view it.


Record ID: [Auto-generated on approval]
Status: ☐ Active ☐ Under review ☐ Suspended ☐ Retired


Tool or practice name:


Plain-language description (what it does, in one sentence):


Category:

☐ Governance (voting, proposals, reputation)
☐ Learning (recommendations, feedback, assessment)
☐ Community (moderation, matching, communication)
☐ Operations (admin, scheduling, analytics)
☐ Economic (compensation, bounty calculation, verification)
☐ Content (generation, curation, translation)


Named tool owner:

Name: _______________
Role: _______________
Contact: _______________

Human oversight mechanism:

☐ Manual review of all decisions
☐ Sampling-based review (frequency: _______________)
☐ Automated alerts for threshold events
☐ Regular audit trail review
☐ Other: _______________


What data does this tool use?


Data retention period:


Can members view their data? ☐ Yes ☐ No
Can members request deletion? ☐ Yes ☐ No ☐ Partial


Bias audit status:

Last audit date: _______________
Next audit due: _______________
Audit outcome: ☐ No disparities detected ☐ Disparities detected (see notes)

Performance tested across:

☐ Gender ☐ Language ☐ Geography ☐ Cultural background ☐ Socioeconomic status

Notes or remediation actions:



CIA completed: ☐ Yes — Date: _______________
CIA Record ID: _______________
Ethics Circle approval date: _______________

Stakeholder groups affected:

☐ Youth members
☐ Under-served populations
☐ Emerging economy participants
☐ Small business / clients
☐ Partner organisations
☐ Local communities
☐ Staff / contractors


Can affected people challenge decisions made by this tool?

☐ Yes — Process: _______________
☐ No — Justification: _______________

Number of challenges received to date: _______________
Number upheld: _______________


VersionDateWhat changedWhy
1.0Initial deployment

Space for the tool owner to add context, learnings, or updates:




Record created: _______________
Last updated: _______________
Next review due: _______________


Published: ☐ Yes — View at [URL]
On-chain record: [Blockchain transaction ID]