About Quilibrium and Components
Level 3: Hypergraph
This gossip ring has grown to the whole school by this point, even teachers are starting to use it! Sally realized that the prom question math trick applied to any kind of computer application by taking the entire application's code and turned it into the same random number exchange trick (Garbled Circuits) and built out a way for people to efficiently store their information privately, prove they still had it, and built even more complex tools, like a way to demonstrate that Kyle never helps on any group project he's assigned to by having each group member show what they individually contributed over the time of the project and how it collectively made the final group project by association. Empowered with the ability to build small, simple functions that could handle encrypted data like it was unencrypted, suddenly the whole school was sharing small app snippets they could mix and remix to make their own clique's chats livelier, embarrassing topics less embarrassing, or just cooler, and kept their privacy the whole time through (Multi Party Computation).
But this made for a lot of information to store, and worse, slow to find, so Sally went back to her math class learnings for one last insight, and thought: "all of this looks like a graph, but if we could encode a little more information about the vertexes, so that if there's more than two of them, we can still recall them all as one group like an edge, we could efficiently retrieve any piece of information we wanted!" Thankfully her math teacher was willing to throw a small college-level lesson her way, and introduced her to the concept of Hypergraphs, which confirmed her theory that such a thing is possible, easily encodable, and set her down the path of choosing a double major in Computer Science and Mathematics.
Reference
- "ELI5: Quilibrium" on Paragraph, 17 May 2024 - https://paragraph.xyz/@quilibrium.com/eli5-quilibrium