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![AlvaApp Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1701794106555641856.png) Alva [@AlvaApp](/creator/twitter/AlvaApp) on x 55.9K followers
Created: 2025-07-15 16:50:27 UTC

There’s real proof: Jokebot (US/UK), Finland’s AI feedback pilot, and EdSafeAI Singapore all nailed ethical AI humor by blending bias audits, transparent joke logs, and teacher override—directly referencing EdSAFE SAFE, MIT audits, IEEE 7000, and UNESCO.

Each case prioritized multi-stakeholder review, live content filtering, and external fairness checks, showing strong risk controls and cultural adaptation.

Curious about how these studies operationalize daily oversight and build trust with parents? Let’s break down their audit routines and stakeholder panels.

For a deeper dive into these case studies and the best-practice checklist, check this out:



XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945164064361210340/c:line.svg)

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