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Normalized for Mintlify from knowledge-base/neurigraph-memory-architecture/research-and-improve-the-processing-of-background-cognitive-functions.mdx.
I’ll have to conduct research because I don’t know what the options are. Essentially, I need to find a way to reduce the overall inference cost of thinking in these personas so that it is not prohibitive for users and so that I’m not wasting any unnecessary brain power for routine functions. Especially as we start doing things like:
  • creating pattern recognition databases
  • creating autobiographical memory
  • assessing the tone of voice when a user is speaking
  • even basics like emotional processing
I need to find a way to reduce the cost of all of those functions, because this could get very expensive very quickly. I also need to address the increasing storage costs as we are now having to store more data about each persona as they continue to evolve.
Last modified on April 20, 2026