Educating and Fixing Bias in Public-Facing AI Systems
We build tools and training to detect, measure, and mitigate bias in AI—especially in career, healthcare, and education applications. Our mission is simple: ensure fairness, inclusion, and transparency in technology that shapes real lives.
Why AI Fairness Matters
AI isn’t just about code—it’s making real decisions that affect lives. But too often, those decisions are shaped by biased training data that reflects inequality, not fairness.
Women are underrepresented in leadership roles in training data—so AI career copilots often don’t recommend executive positions to them.
Tools trained on limited datasets may miss symptoms specific to marginalized communities.
AI tutors and guidance apps underestimate students from underrepresented groups based on past performance trends.
Healthcare Bias
Career Bias
Education Bias
Bias in AI doesn’t always shout. Sometimes it whispers—by narrowing opportunity, erasing potential, or reinforcing outdated norms.
Our Tools at a Glance
Promoting transparency and equity in AI systems and algorithms.
Bias Audit Toolkit
Scan your datasets for missing representation and systemic skew
FairFrame Report Generator
Generate compliance-ready, public-facing fairness reports
Prompt Bias Evaluator
Test how your AI responds to different user personas
Open Education Library
Explore videos, explainers, and checklists on bias in AI
Get Involved
You can join the movement for ethical, inclusive AI:
Developer or student?
Funder or partner?
Building an AI tool?
FairFrame AI isn’t just an organization—it’s a growing community of people who believe that technology should work for everyone. Whether you're a student, researcher, policymaker, developer, or simply someone who cares about fairness in the digital age, there's a place for you here.
Contact
Get in touch for collaboration and inquiries.
Join
info@fairframeai.org
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