When I discuss interfaces on this blog, I’m most often referring to software interfaces: intermediating mechanisms from our human intentions to computers and the knowledge within them. But the concept of a human interface extends far before it and beyond it. I’ve been trying to build myself a coherent mental framework for how to think about human interfaces to knowledge and tools in general, even beyond computers.| thesephist.com
I have a few friends who are in the midst of navigating very hazy idea spaces, guided by strong intuition and taste, but early enough in the process that very little is visible through the fog. Whenever I’m in this situation I feel a strange internal conflict. One side of me feels conviction in a direction of exploration, while the other part of me feels the risk of potential dead ends, afraid to go out on a limb and say I should put my full effort into pursuing where my hunch leads.| thesephist.com
This is an excerpt from today’s issue of my weekly newsletter.| thesephist.com
For most of the history of music, humans produced sounds out of natural materials — rubbing together strings, hitting things, blowing air through tubes of various lengths. Until two things happened.| thesephist.com
Foundation models gesture at a way of interacting with information that’s at once more natural and powerful than “classic” knowledge tools. But to build the kind of rich, directly interactive information interfaces I imagine, current foundation models and embeddings are far too opaque to humans. Models and their raw outputs resist understanding. Even when we go to great lengths to try to surface what the model is “thinking” through black-box methods like prompting or dimensionality ...| thesephist.com
Suppose you’re a product engineer working on an app that needs to understand natural language. Maybe you’re trying to understand human-language questions and provide answers, or maybe you want to understand what humans are talking about on social media, to group and categorize them for easier browsing. Today, there is no shortage of tools you may reach for to solve this problem. But if you have a lot of money, a lot of compute hardware, and you’re feeling a little adventurous, you may f...| thesephist.com