Carry long AI work forward, and check that it arrived.

Tools from Miralucis, an independent research project on long-span human–AI collaboration. Move the working state of a long conversation to another AI, then see what the new AI actually picked up.

Open Miralucis Continuity Read the research

Readback check

A real handoff: Model A → Model B

Current positionPicked up
Who can authorize releaseRecalled when asked
Undecided daily limitRecalled when asked
Rollback pathPicked up
Release preconditionMissed

One informal test, shown as an example of what a check looks like. It is not a measure of reliability.

Products

Built to be used now, and described only as far as the evidence goes.

Public beta

Miralucis Continuity

Export the working state of a long AI conversation, review it, carry it to another model, and compare what the new AI reads back. Originally developed as Portable Research State (PRS).

Two free Continuity Packs, and two more when you share feedback. Free during the public beta; pricing will be announced before the beta ends.

Open Continuity

Labs

Small experimental tools, released when they are ready. Each one comes from a problem met in the research, and each is labelled as an experiment.

How we build

Your work state is yours.Packs download to your device and can be carried to any model you choose.
Every handoff can be checked.Moving information is not the same as continuing work, so we show what arrived and what did not.
Claims stay bounded.We describe what the evidence supports, and say clearly what it does not.