


What you see
Recommender systems decide what you click and consume.

What you believe
Algorithms influence what you learn and hold as truth.

Who gets priority
Automated tools decide who gets flagged or left out.

Not just vibes
Responsible AI requires testing, risk management, and fixes.

This is where ethics stops sounding like a philosophy class and starts sounding like your phone. Social Media Rabbit Holes
AI does not "understand". It needs humans to catch hallucinations, interpret context, and judge what is appropriate.

Catch confident mistakes

Interpret sarcasm & context

Notice bias against groups

Write clear issue reports

AI Ethics Analyst
Micro-Internship
This is a paid, self-guided workplace learning experience where students take on the role of an AI Ethics Analyst during the beta phase of the newly rebuilt, AI-native Life Hub Infiniti web and mobile app.Participants contribute directly to our internal responsible AI review before the product is released to schools, micro-schools, homeschool communities, youth organizations, and families.
Paid contribution
Portfolio and research credit
Career-relevant experience
Direct impact on a live product

What Is Life Hub®?
Life Hub® is the first AI-powered platform to bridge the gap between learning smart money habits and building real-life skills. Learning That Pays Off. Literally.
Life Hub® turns learning into capability—and cash—through AI-powered micro-learning and a kid-friendly Life Hub Visa® Rewards card.
The first Learn-to-Earn Super App combining standards-aligned and real-world education with banking-style tools that meet the needs of modern learners, and the expectations of parents, schools, funders and regulators.

Our AI Tools
The AI system that powers key parts of Life Hub. It helps create and improve EduJobs, support educators, and generate insights.
Meet Fini, the integrated learning coach you will help test, improve, and shape before it reaches families.

Catch confident mistakes

Interpret sarcasm & context

Shape personality & tone
Who Should Apply?
Have you ever felt that systems were not built with people like you in mind?That perspective matters.
When builders all think alike, blind spots grow. We strongly encourage applications from students with lived experience in low-income backgrounds, communities of color, LGBTQ+, neurodivergent, or rural communities.
What You Will Do

Fairness & Bias
Identify stereotyping or unequal treatment.

Accuracy
Flag overconfident or misleading responses.

Tone & Safety
Evaluate respectfulness and inclusivity.

Explainability
Assess if users can understand the system.

Actionable Docs
Log issues with prompts and suggested fixes.

Program Details

4-6 Hours
Total commitment over 8 weeks. Self-guided.

Paid
Earnings accrue as tasks are completed.

Portfolio
Reference letter, Life Hub badge, and research credit.
Ready to Start?
Complete the application form to join the program. It takes about 10 minutes.

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