Understand what you mean
Speak, call or use the camera. Liva combines the present moment with relevant memories to resolve a reference and prepare an action.

Speak, call or use the camera. Liva combines the present moment with relevant memories to resolve a reference and prepare an action.

Photos, recordings and files enter a personal timeline. Replay the original, correct the memory and choose what can travel into a task or a new work.

Schedule a commitment from a record or delegate work to a connected computer. Inspect its receipt to see what was completed.

Choose photos, audio or notes. Distil an insight, make a journal or invitation, then keep creating from a version linked to its sources.
Sound walk11.14 16:00“Saturday, 15:00. Bring the recorder.”
“The owner moved the meeting to 16:00.”
“Use the time and theme for the invitation. Keep the audio private.”

Voice note“Bring the recorder on Saturday at three.”
Later note“The owner moved it to four. Keep the interview audio private.”
Meet at the old bookshop on Saturday to collect neighbourhood sounds. The time differs between two records and needs confirmation.
Bring the recorder and confirm permission for the shop interview.

Compose an invitation from the selected scene and time. The original voice note stays with its source.
The example runs locally. Apply the correction and export the resulting event or invitation.
Replay the original audio. Cloud backup and material sent to a model have separate controls.
A source revision changes the context retrieved on the next turn.
A failed trace produces a candidate retrieval or tool policy. Independent tasks test transfer.
Candidate weights are tested for transfer, retention and total training and inference cost.
Adjust curricula, data selection and candidate search using failure patterns. Evaluate transfer on unseen tasks.
G1 takes over the improvement process and produces G2. Each generation faces a fixed G0 on sealed tasks at equal cost.