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How we started, what we build, and our journey to make AI accessible for everyone.
The feeling you get from helping someone is what running AI Bridge Foundation is like every day. A thank-you to the sponsors and volunteers who make Ari possible, and a hope that everyone comes through this technological wave and finds a way to a fuller life.
What it took to get from pinned ChatGPT sessions to 1000 real learning sessions — the research, the failures, the volunteers who told us the truth, and why we’re still not done.
How user feedback, a college professor, and our own fights with hallucination and sycophancy turned a pinned AI chatbot into something people actually want to come back to.
How we went from handing volunteers a task list to building a system where Ari matches people to meaningful work — and how those volunteers became our most honest source of feedback.
Why we moved from one monolithic server to independent Lambda functions — giving each tool its own isolated brain, eliminating developer conflicts, and opening the door for volunteer contributors.
The Coach — a third AI that reads all your progress and gives honest strategic advice. Born from Reddit posts, a friend suggestion, and the gap between knowing material and passing an exam.
