So much could be done to improve it such as a better semantic search (using AI sentence transformers) or considering how agents can use that to re-organise and strength memories (akin to what we think happens we we are sleeping). What are the details of the hackathon? In person thing?

No, online. Starts on Nov, ends in may. Similar to the one we did about heath care earlier this year.