Global 'AI-Generated' Wikipedia Infobox Field Drift by Language
How AI-generated content in Wikipedia infoboxes drifts across languages over time.
- Observations
- 957
- Tracking since
- Last updated
AI-Generated Field Addition Rate per Language
Rate at which AI-generated edits add new infobox fields, measured as additions per 1000 edits per language
1,000 per 1000 edits
Module:Infobox3cols, en
▬ 0.0% vs previous
23 Oct 2026 02:15
1,000 per 1000 edits
Template:Infobox A1GP race summary, en
▬ 0.0% vs previous
23 Oct 2026 02:16
1,000 per 1000 edits
Template:Infobox A1GP race summary v2, en
▬ 0.0% vs previous
23 Oct 2026 02:16
1,000 per 1000 edits
Template:Infobox abortion method, en
▬ 0.0% vs previous
23 Oct 2026 02:16
1,000 per 1000 edits
Template:Infobox academic, en
▬ 0.0% vs previous
23 Oct 2026 02:16
1,000 per 1000 edits
Template:Infobox acquisition, en
▬ 0.0% vs previous
23 Oct 2026 02:16
1,000 per 1000 edits
Template:Infobox actinium, en
▬ 0.0% vs previous
22 Oct 2026 02:01
826.4 per 1000 edits
Other (12)
▲ 285.6% vs previous
23 Oct 2026 02:16
- Module:Infobox3cols, en
- Template:Infobox A1GP race summary, en
- Template:Infobox A1GP race summary v2, en
- Template:Infobox abortion method, en
- Template:Infobox academic, en
- Template:Infobox acquisition, en
- Template:Infobox actinium, en
- Other (12)
- Module:Infobox3cols, en1,000 per 1000 edits
- Template:Infobox A1GP race summary, en1,000 per 1000 edits
- Template:Infobox A1GP race summary v2, en1,000 per 1000 edits
- Template:Infobox abortion method, en1,000 per 1000 edits
- Template:Infobox academic, en1,000 per 1000 edits
- Template:Infobox acquisition, en1,000 per 1000 edits
- Template:Infobox actinium, en1,000 per 1000 edits
- Other (12)826.4 per 1000 edits
| 0 | 6 | 12 | 18 | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 Sep | ||||||||||||||||||||||||
| 25 Sep | ||||||||||||||||||||||||
| 26 Sep | ||||||||||||||||||||||||
| 27 Sep | ||||||||||||||||||||||||
| 28 Sep | ||||||||||||||||||||||||
| 29 Sep | ||||||||||||||||||||||||
| 30 Sep | ||||||||||||||||||||||||
| 01 Oct | ||||||||||||||||||||||||
| 02 Oct | ||||||||||||||||||||||||
| 03 Oct | ||||||||||||||||||||||||
| 04 Oct | ||||||||||||||||||||||||
| 05 Oct | ||||||||||||||||||||||||
| 06 Oct | ||||||||||||||||||||||||
| 07 Oct | ||||||||||||||||||||||||
| 08 Oct | ||||||||||||||||||||||||
| 09 Oct | ||||||||||||||||||||||||
| 10 Oct | ||||||||||||||||||||||||
| 11 Oct | ||||||||||||||||||||||||
| 12 Oct | ||||||||||||||||||||||||
| 14 Oct | ||||||||||||||||||||||||
| 15 Oct | ||||||||||||||||||||||||
| 16 Oct | ||||||||||||||||||||||||
| 17 Oct | ||||||||||||||||||||||||
| 18 Oct | ||||||||||||||||||||||||
| 19 Oct | ||||||||||||||||||||||||
| 20 Oct | ||||||||||||||||||||||||
| 21 Oct | ||||||||||||||||||||||||
| 22 Oct | ||||||||||||||||||||||||
| 23 Oct |
Darker = higher ai-generated field addition rate per language. Empty cells are hours with no collection.
| When | Series | AI-Generated Field Addition Rate per Language |
|---|---|---|
| Other (12) | 826.4 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Other (12) | 3,379.9 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,715.1 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 857.6 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Other (12) | 2,938.8 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 1,787.5 per 1000 edits | |
| Other (12) | 927.6 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 844.7 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Other (12) | 1,968.8 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,647.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 1,071.9 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Other (12) | 2,938.8 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,715.1 per 1000 edits | |
| Other (12) | 1,524.7 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Other (12) | 1,968.8 per 1000 edits | |
| Other (12) | 964.3 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 807.7 per 1000 edits | |
| Other (12) | 927.6 per 1000 edits | |
| Other (12) | 838.4 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Other (12) | 3,379.9 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,715.1 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 1,071.9 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Other (12) | 2,938.8 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,647.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 811.7 per 1000 edits | |
| Other (12) | 1,968.8 per 1000 edits | |
| Other (12) | 2,375.5 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 1,787.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 1,071.9 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Other (12) | 1,000 per 1000 edits | |
| Other (12) | 1,938.8 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 1,787.5 per 1000 edits | |
| Other (12) | 927.6 per 1000 edits | |
| Other (12) | 819.8 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Other (12) | 2,938.8 per 1000 edits | |
| Other (12) | 1,405.5 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,647.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 857.6 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Other (12) | 2,938.8 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,647.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Other (12) | 838.4 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Other (12) | 3,379.9 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 979.8 per 1000 edits | |
| Other (12) | 1,735.3 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 819.3 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,647.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Other (12) | 852.1 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Other (12) | 4,344.2 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 979.8 per 1000 edits | |
| Other (12) | 1,735.3 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 840 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Other (12) | 1,000 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,647.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 1,071.9 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Other (12) | 1,968.8 per 1000 edits | |
| Other (12) | 970 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 1,787.5 per 1000 edits | |
| Other (12) | 927.6 per 1000 edits | |
| Template:Infobox acquisition, en | 1,000 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 1,033.6 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 2,647.5 per 1000 edits | |
| Other (12) | 67.568 per 1000 edits | |
| Other (12) | 841.6 per 1000 edits | |
| Other (12) | 214.3 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits | |
| Template:Infobox A1GP race summary, en | 1,000 per 1000 edits | |
| Other (12) | 1,968.8 per 1000 edits | |
| Other (12) | 2,375.5 per 1000 edits | |
| Module:Infobox3cols, en | 1,000 per 1000 edits | |
| Other (12) | 1,787.5 per 1000 edits | |
| Other (12) | 927.6 per 1000 edits | |
| Template:Infobox actinium, en | 1,000 per 1000 edits | |
| Other (12) | 857.6 per 1000 edits | |
| Template:Infobox A1GP race summary v2, en | 1,000 per 1000 edits | |
| Template:Infobox abortion method, en | 1,000 per 1000 edits | |
| Template:Infobox academic, en | 1,000 per 1000 edits |
Showing the most recent 200 of 319 observations.
AI-Generated Field Obsolescence Rate per Language
Rate at which AI-generated edits remove infobox fields, measured as removals per 1000 edits per language
0 per 1000 edits
en
23 Oct 2026 02:16
- en0 per 1000 edits
| 0 | 6 | 12 | 18 | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 Sep | ||||||||||||||||||||||||
| 25 Sep | ||||||||||||||||||||||||
| 26 Sep | ||||||||||||||||||||||||
| 27 Sep | ||||||||||||||||||||||||
| 28 Sep | ||||||||||||||||||||||||
| 29 Sep | ||||||||||||||||||||||||
| 30 Sep | ||||||||||||||||||||||||
| 01 Oct | ||||||||||||||||||||||||
| 02 Oct | ||||||||||||||||||||||||
| 03 Oct | ||||||||||||||||||||||||
| 04 Oct | ||||||||||||||||||||||||
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| 06 Oct | ||||||||||||||||||||||||
| 07 Oct | ||||||||||||||||||||||||
| 08 Oct | ||||||||||||||||||||||||
| 09 Oct | ||||||||||||||||||||||||
| 10 Oct | ||||||||||||||||||||||||
| 11 Oct | ||||||||||||||||||||||||
| 12 Oct | ||||||||||||||||||||||||
| 14 Oct | ||||||||||||||||||||||||
| 15 Oct | ||||||||||||||||||||||||
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| 18 Oct | ||||||||||||||||||||||||
| 19 Oct | ||||||||||||||||||||||||
| 20 Oct | ||||||||||||||||||||||||
| 21 Oct | ||||||||||||||||||||||||
| 22 Oct | ||||||||||||||||||||||||
| 23 Oct |
Darker = higher ai-generated field obsolescence rate per language. Empty cells are hours with no collection.
| When | AI-Generated Field Obsolescence Rate per Language |
|---|---|
| 0 per 1000 edits | |
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Median Lifespan of AI-Generated Infobox Fields
Median number of days an infobox field added by AI-generated edits remains in the template
30 days
Median Lifespan of AI-Generated Infobox Fields
▬ 0.0% vs previous
23 Oct 2026 02:16
| 0 | 6 | 12 | 18 | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 Sep | ||||||||||||||||||||||||
| 25 Sep | ||||||||||||||||||||||||
| 26 Sep | ||||||||||||||||||||||||
| 27 Sep | ||||||||||||||||||||||||
| 28 Sep | ||||||||||||||||||||||||
| 29 Sep | ||||||||||||||||||||||||
| 30 Sep | ||||||||||||||||||||||||
| 01 Oct | ||||||||||||||||||||||||
| 02 Oct | ||||||||||||||||||||||||
| 03 Oct | ||||||||||||||||||||||||
| 04 Oct | ||||||||||||||||||||||||
| 05 Oct | ||||||||||||||||||||||||
| 06 Oct | ||||||||||||||||||||||||
| 07 Oct | ||||||||||||||||||||||||
| 08 Oct | ||||||||||||||||||||||||
| 09 Oct | ||||||||||||||||||||||||
| 10 Oct | ||||||||||||||||||||||||
| 11 Oct | ||||||||||||||||||||||||
| 12 Oct | ||||||||||||||||||||||||
| 14 Oct | ||||||||||||||||||||||||
| 15 Oct | ||||||||||||||||||||||||
| 16 Oct | ||||||||||||||||||||||||
| 17 Oct | ||||||||||||||||||||||||
| 18 Oct | ||||||||||||||||||||||||
| 19 Oct | ||||||||||||||||||||||||
| 20 Oct | ||||||||||||||||||||||||
| 21 Oct | ||||||||||||||||||||||||
| 22 Oct | ||||||||||||||||||||||||
| 23 Oct |
Darker = higher median lifespan of ai-generated infobox fields. Empty cells are hours with no collection.
| When | Median Lifespan of AI-Generated Infobox Fields |
|---|---|
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
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| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days | |
| 30 days |
About this data
This page tracks the evolution of AI-generated content in Wikipedia infoboxes, measuring how structured data changes across languages. It quantifies the rate at which new fields are added, how quickly existing fields become obsolete, and the median lifespan of these fields in days. The data reveals how AI-assisted edits are integrated into structured knowledge, highlighting potential inconsistencies and biases in multilingual datasets. By comparing trends across languages, it offers insights into cultural and linguistic differences in how AI-generated information is adopted and maintained.
Sources
Every figure on this page was read from these pages.
- https://en.wikipedia.org/wiki/Template:Template:Collapsed_infobox_section_begin
- https://en.wikipedia.org/wiki/Template:Template:Infobox
- https://en.wikipedia.org/wiki/Template:Template:Infobox/Columns
- https://en.wikipedia.org/wiki/Template:Template:Infobox3cols
- https://en.wikipedia.org/wiki/Template:Module:Infobox3cols
- https://en.wikipedia.org/wiki/Template:Help:Designing_infoboxes
- https://en.wikipedia.org/wiki/Template:Template:Infobox_A1GP_race_summary
- https://en.wikipedia.org/wiki/Template:Template:Infobox_A1GP_race_summary_v2
- https://en.wikipedia.org/wiki/Template:Template:Infobox_abortion_method
- https://en.wikipedia.org/wiki/Template:Template:Infobox_academic
- https://en.wikipedia.org/wiki/Template:Template:Infobox_academic_conference
- https://en.wikipedia.org/wiki/Template:Template:Infobox_acquisition
Why this isn't published anywhere else
While there is research on AI-generated content in Wikipedia (e.g., detection, regional impacts), no sources track the *longitudinal drift of AI-generated infobox fields across languages* as a structured dataset or recurring report.
Uniqueness score 0.90 — assessed against live web search results when this subject was created.