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Case study: Yes, you can mitigate AI bias even with low resources

I'm sharing of the story of a startup to explain how they did it

Ravit Dotan's avatar
Ravit Dotan
Jul 10, 2025
∙ Paid
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Hi friends,

There's a pervasive myth in the AI industry that harmful bias is just the cost of doing business with generative AI. The story goes that unless you're Google or OpenAI with billions to spend, meaningful bias mitigation is out of reach. This simply isn’t true.

I've been studying how different organizations approach this challenge, and stumbled on a startup called Change Agent AI. They are doing it, and it was so exciting to see how. So I just had to share with the world how they do it!

They are not paying me and I’m not getting anything from this . I just want everyone to know that bias in AI is not inevitable - even if you’re a small startup!

You can download the full case study here, or read the summary below.

Changeagent Whitepaper
956KB ∙ PDF file
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Change Agent's Approach to Bias

Change Agent AI offers a generative AI platform specifically designed for social impact and advocacy organizations. They provide both a standard chatbot that most clients use and customized versions tailored to individual organizations. As…

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