In today’s social media climate, online discourse has become increasingly polarized, leading to a decline in diverse participation in good-faith conversations. These optimization targets are ultimately not in users' best interests.

A Preamble is a portable list of values that you care about, connected to values-providers, with scores of how much you care about them. It is a representation of what you care about that you can give to an A.I. system to change the way that it acts.

At Preamble we are creating middleware for AI services that allows AI to incorporate our diverse representation of values-providers into the output for content recommendation or language generation models. This would allow users to subscribe to a values-provider (i.e. a civil rights nonprofit) that the end user associates with, to present content that is most suitable to them.