Dominant history becomes unstable when time is present in the source but absent from the reconstructed answer.
What the phenomenon looks like
An older state continues to override the newer one because it accumulated more links, more mentions, more summaries, and more memory than the corrected state could quickly displace.
Why it happens
Generative systems do not inherently privilege the newest version. They privilege salience, repetition, document stability, and the persistence of older signals across the web.
Why it matters
The organization lives in the present while the answer layer keeps reconstructing the past. Visibility of the update does not guarantee interpretive replacement of the old state.
What must be governed
- Mark version boundaries, effective dates, and superseded states in a machine-legible way.
- Reduce the coexistence of contradictory historical states across on-site and off-site surfaces.
- Govern memory rather than assuming that publication alone erases obsolete interpretation.
