Epistemics is the study of how we come to know things — and, collectively, how a society decides what is true. AI systems now sit between people and most of what they learn, which makes the terms of that trust a public question rather than a private one.
The subtlety is that AI can improve individual beliefs while leaving the underlying capacity untouched. Research presented at CHI 2026 by MIT Media Lab found that conversations with a chatbot reduced belief in specific pieces of misinformation — but built no durable discernment skills that transferred to new false claims. The belief was corrected; the reader was not equipped. Scale that across a population and the difference matters enormously.
This hub follows what happens to shared knowledge when the correction is outsourced along with the error.