Mate3.com Founders Update 12-15-2025


Across workplaces, schools, and public services, AI systems are being introduced faster than people are being trained, informed, or meaningfully consulted. People need a single starting point to report their firsthand experiences with AI, clear rights, and direct advocacy support. A lot of people feel confused, anxious, and disempowered because they don't understand how these systems will affect them, how decisions are being made, or how to challenge the conclusions. This confusion and unpreparedness hits already marginalized individuals and groups the hardest. Advocacy networks like mate3@mate3.com that collect firsthand answers can escalate awareness of harms, and push institutions to align AI use with safety, fairness, with equitable democratic accountability.



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