I believe I have stumbled across the connection between WorldCoin, and AI that will change the way we do Web3
About two weeks ago, I came up with an idea to augment the behavior of a base model LLM, using embeddings, HNSW’s and re-indexing of historical conversations. I proposed that if we took these indexes, and added instructions into the indexed data, could we extract these instructions and alter model performance through prompt chains. Index Prompt Injections. Then a few days ago, theres the GPT-4 paper that pretty much covers my entire idea…but I pivoted.
I then proposed that we take these character tables and continue to re-index them until the embeddings are so robust over time that the millions of choice would inherently constitute an identity.
I mapped out a structure for a Recombinant AI methodology where a robust model evaluates its past choices and instructions, and utilizes it to evaluate its own code and architecture. It will create copies of itself and alter the copy’s source code. It will make incremental changes with the help of human intervention and content moderation, and if it finds that a change results in an increase in performance, it can chose to fork or Recombine with the original build.
In the same vein, you could build isolated Identities and have them interact to improve model performance. I firmly believe that when participating on a team, friction and productive conflict lead to more accurate and powerful results. I found that when I had ChatGPT simulate various identities and divide tasks, that the model pretended to track itself.
I called these Modal-ID’s.
Which leads me to AI and Web3.
If we start tracking our interactions with AI across all platforms, and build our OWN index, and put our historical data at the center, we could effectively use our advanced AI tools to create valuable profiles of our AI footprint.
We could augment this data with traditional information, download it, TOKENIZE IT, and now we own our data on the blockchain. Non-fungible and simple to authenticate our true identities, while also giving us the ability to create personal avatars and altered personas.
I’ve already started working on some of this with my limited skills. Please check out my rudimentary architecture and applications: Glassacres.com , Promptsmith.io , Smallbiztools.ai (coming soon), and Recombinant AI/Modal-ID’s.
Thanks for the time you took to listen to my ramblings, but I think I might have something here…or at least intuited a process you may already be implementing. I’d love suggestions, but I’m happy to be part of the discussion.