A real citation can still fail the claim.
Keep the exact proposition tied to the material that actually supports, qualifies or contradicts it.
Not a prettier research report. A research state you can reopen, challenge, continue and defend.
Frontier models can plan, search, read difficult material and challenge a draft. Epistamate keeps the evidence state, unresolved questions and researcher decisions outside the model so later work can be inspected and continued rather than reconstructed.
Keep the exact proposition tied to the material that actually supports, qualifies or contradicts it.
Shared work, dataset and source-family lineage should not silently become corroboration.
Population, jurisdiction, configuration, task and time constrain what a finding warrants here.
Counterevidence, qualifications and gaps remain research objects instead of being smoothed away.
The record separates what a model suggested from what a researcher actually inspected and decided.
Same-topic research can deepen without rewriting history or automatically inheriting answer authority.
Current boundary: General research is in active end-to-end validation. Same-topic continuation and review lineage are real; durable governed cross-topic Knowledge remains a product milestone rather than a finished early-access claim.