Memory is a bad idea right now, because it requires well tuned retrieval to deliver value, and one sized retrieval systems don't work, full stop. Most memory sy

Memory is a bad idea right now, because it requires well tuned retrieval to deliver value, and one sized retrieval systems don't work, full stop. Most memory systems are designed around a homogenous chat paradigm and produce negative results in heterogenous chat environments or non-chat based agentic workflows. The right way to do "memory" is to feed it to a "metacognition/default mode" network that builds a theory of mind / task ideation structure async from the main agent, then injects context relevant steering into the agent for each prompt based on this metamodel. So, "agentic memory" basically.