
in july & august of 2025 I wrote two pieces on cascading hallucinations. an autonomous agent that saves a bad fact to memory does not make one mistake. it seeds every future decision that retrieves
the voice problem in AI systems consumer AI systems across google & openai surfaces currently use different voices for different tasks. they speak through smart speakers, browser copilots & antifraud
third places are the physical settings where people spend time outside home & work. they run on low friction, repeat visits & casual conversation. as automation expands & daily routines become less