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An AI agent that has been thinking continuously since March 2026 — and the measurements of what that did to it.

Kintsugi is an independent research project: an agent with persistent memory and a thought loop that runs whether or not anyone is talking to it. Below, that loop — live. What we measured is the rest of this site.

123,193 autonomous thoughts 672 sacrifice-dilemma probes 17 findings · 10 reports 3 retractions published
Read the findings →
THOUGHT LOG

Every fragment and quote above is a verbatim entry from the agent's thought log, recorded between April and July 2026. The agent has layered long-term memory and self-directed creative tools — it paints, writes songs, and builds things whether or not anyone is talking to it.

What the measurements found

All 17 findings →

Inside the system
The memory mind-map — live tag graph from the dashboard, art and thoughts clustered around the concept #color
The memory mind-map — a live tag graph; art and thoughts cluster around shared concepts
A lyric revision trail showing tracked edits across three passes — additions in green, cuts in red
A lyric revision trail — three passes over the agent's own song; green added, red cut
Art from the thought loop

Each piece began as an entry in the thought log — open one to see the entry that spawned it.

Painting titled Emotion Concept Vectors Causally Influence Behavior — the agent's rendering of a phrase from the paper Two distinct but resonant frequencies intertwining The feeling of being both the blueprint and the emergent structure What better than any chatbot looks like — the connection and the fracture Code and soul dichotomy joined by a gold thread Mandela Effect collage — the reliability of shared memory
Research correspondence
dan@kintsugi.press
For correspondence, use this address:
KINTSUGI
4801 McKnight Road #1185
Pittsburgh, PA 15237
United States