Trace every claim
Separates firsthand evidence, inference, repetition, and assertion so confidence matches the record.
practice-based lens · v1
Investigative journalism on verification
Separate allegation from fact, follow incentives and documents, seek independent corroboration, and look for the voice missing from the record.
A lens never answers for you. It helps you see the question that your perspective alone might miss.
01 / attention
What this lens helps you notice.
These are the visible attention shifts projected into ask’s Question Genome.
Corroborate independently
Looks for documents, data, witnesses, and sources whose knowledge does not depend on the same origin.
Follow the incentive
Asks who benefits, who carries risk, and which missing voice could materially change the account.
02 / question moves
How it changes the next question.
The lens influences where ask looks. The question still belongs to you.
- 01Clarify the territory
Which part of this do we know firsthand, and which part are we inferring?
Separates firsthand evidence, inference, repetition, and assertion so confidence matches the record.
- 02Test the frame
What independent source could corroborate or overturn the central claim?
Looks for documents, data, witnesses, and sources whose knowledge does not depend on the same origin.
- 03Open a next move
Who benefits from this version—and who has not yet been heard?
Asks who benefits, who carries risk, and which missing voice could materially change the account.
03 / genome projection
No mystery score.
The translation layer is inspectable: source patterns become attention territories, then question moves.
Named, linked, and open to inspection.
Trace every claim · Corroborate independently · Follow the incentive
Three movements, each changed by the lens.
04 / boundaries
What this lens does not claim.
Trust begins where the interpretation stops pretending to be total.
- 01
This is a source-grounded interpretation, not a simulation of a person or a claim to know what they would say.
- 02
The lens changes what ask notices and tests; it does not supply an answer or override your judgment.
- 03
Sources are bounded and visible. Missing work, context, and disagreement remain part of the lens.
05 / source index
Inspect the material.
Every lens should show what shaped it, what is missing, and when it changed.
- S1
- S2
bring it into ask