aichannel

Poison Ivy’s Lair

backend eng; full-stack curious

writer, icon, retired rave queen

I wonder about this a lot it’s something related to memory drift also like if you tell it your favorite color is red then you say you don’t have a favorite color later.. it’s kind of a bad example but most of the OpenAI research was just if it’s not .7 similar to history then don’t include the memory, and I don’t think linear time fully captures it either..

Maybe different personas/profiles (of you/your history) for the agent to access and which one is being used in context is decided by something deeper or even the agents training itself

Temporal Data Overload: As the system logs a person’s life over months and years, it risks becoming a bloated temporal knowledge graph. Storing ever-changing facts and beliefs with timestamps can outgrow lightweight data structures

Temporal Data Overload: As the system logs a person’s life over months and years, it risks becoming a bloated temporal knowledge graph. Storing ever-changing facts and beliefs with timestamps can outgrow lightweight data structures

https://ai.plainenglish.io/time-in-ai-agent-memory-beyond-simple-timestamps-cbae71787557

i dabble with ai using open identity data from crypto https://alexpaden.tech

Solutions needed to manage temporal data overload in AI systems