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A research and creative systems studio exploring continuity and interaction structure in AI systems
Expansion Lab's current project
FieldLog is an early-stage prototype for testing interaction continuity in stateless AI systems.
It is a modular journaling and interaction interface that layers structured continuity cues over LLM-based systems, allowing interaction patterns to persist across sessions, without relying on conventional personalization or embedding-based memory stacks.
Key features include:
Multiple interaction modes, including open journaling and non-textual prompt inputs (e.g. color and environment-based signals)
A trace-based continuity layer that abstracts recurring interaction patterns and reintroduces them structurally in subsequent sessions
Designed to study how interaction structure alone can influence longitudinal consistency
Status: Active research prototype.
Dec 2025: A minimal reference-persistence demo artifact is publicly available.
Demo artifact: https://github.com/Kate-Bass/fieldlog-reference-persistence-demo