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05LUCIA

A desktop agent evolving into a trainable cognitive architecture — learning from how you work.

field
Research
year
2025
role
Research path / stage reviews / sign-off

background

Desktop agents are plentiful; ones that grow are not. LUCIA aims at a trainable cognitive architecture.

The distinction matters: this isn't a set of prompts wrapped as an assistant, but something that accumulates reusable cognitive structure through use — learning from how you work, gradually getting you.

what I did

Mapped the research path and ran stage reviews (stages one and two passed); built the desktop prototype (voice, screenshot, planner, sandbox, replay); ran a comparative study of two compute blueprints.

The review bar is a single rule: every stage must leave an auditable record — what the hypothesis was, how it was tested, where the conclusion stops. Without that, the stage isn't done.

outcome

A systematic hypothesis list and research discipline — every step leaves an auditable record.

evidence index

Everything claimed above is backed by material that can be checked. Listed here by name and status.

  • Stage review summariesstages one and two passed
  • Prototype demo (excerpt)voice, screenshot, planner, sandbox, replay