Retrieval architecture

Instinct's reported memory relies on keyword matching, not semantic search, with a once-a-day write job

Dhravya Shah spent three days probing the personal agent from the outside and reports git-tracked Markdown searched by keyword, with a background pass he clocked taking 23 hours and 16 minutes to commit one preference.