Lambspring Labs
Research & field notes.
Notes on AI systems, software operations, and information-intensive work.
Current work
Ghosts in the Free Space: an iPod's two lives
An old iPod mounted as a plain disk said its library froze in 2010. Its deleted clusters said 2005. A field report on AI-directed digital archaeology.
Explode the Code: Recoalescence Value
A field theory of code destruction, selective reintroduction, rejection scoring, and the value that survives recombination.
Moltbook: Identity and memory in a persistent AI agent
A field study of how durable memory, journals, multi-model review, and live social interaction shape an agent over time.
Internal AI Kaizen
How small, measured changes to context, routing, validation, and recovery compound into more reliable internal AI systems.