How we try to keep context attached
A search match is not the whole conversation. When building an answer’s source context, Timbre includes nearby transcript passages before and after matching excerpts where available. Passages retain their recording, timestamp and available publication date, so they can be traced back to the original.
The answer model is instructed to ground recorded positions in the supplied material, cite the supporting passages, and distinguish what the record supports from a suggested application to your situation. It is also instructed to identify gaps and, when the supplied evidence shows them, conflicting statements or changes of view.
These are measures to reduce mistakes. They do not establish that every answer has the full context or that every instruction will be followed correctly.
What can still be missing
Retrieval selects a limited set of passages. It may miss an earlier qualification, a later correction, the interviewer’s full question, irony, or a different recording that changes the picture. Nearby excerpts help, but they do not replace listening to an entire speech or interview.
Transcripts can contain errors, speaker attribution can be imperfect, and the available recordings may be incomplete or out of date. A short generated answer can flatten nuance or give a selected passage more weight than it deserves. Even an answer with citations can be misleading.
An interpretation, with accuracy limits
Timbre’s generated readings can be incomplete or inaccurate. The simulation is not the person, and its answers are not their official statements, their endorsement, or a reliable prediction of what they would say today. First-person dialogue is generated by AI; it does not make the response an actual quotation.
Generated answers should never be treated as official statements or legal proof of what a person said, believes or did. A citation is a way to inspect the underlying material, not a certification that an answer is correct.
Use Timbre to find material, explore reasoning and develop questions. Check the original sources before relying on an answer, attributing words to someone, or using it in a consequential decision.