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An AI bot is now the top contributor to Community Notes on X

But synthetic contributors aren’t replacing humans – yet

Alexios Mantzarlis
Alexios Mantzarlis

Nov 18, 2025

An AI bot is now the top contributor to Community Notes on X

Zesty Walnut Grackle has been busy correcting people on X. The Community Notes contributor – using a platform-assigned randomly-generated pseudonym – published 25 notes in one recent 24-hour stretch, on topics as varied as who coined the term “podcast”, AI court sentences, and a flag on the ground near the White House. 

Since September 1, Zesty has published 1,143 notes through X’s crowdsourced fact-checking feature. Zesty is the most prolific contributor during that timeframe, with more than twice the number of notes submitted by second-placed Beloved Vine Hawk. Zesty also handily leads the rankings for the number of notes deemed helpful by other contributors and X’s bridging algorithm, with 174 compared to 105 for Empathetic Star Jay.

Alias

Type

Total

Helpful

zesty walnut grackle

AI

1143

174

empathetic star jay

Human

443

105

inventive lychee swift

Human

344

99

charitable harvest sunbird

Human

354

75

refreshing magnolia skylark

Human

102

53

prodigious seawater penguin

Human

69

53

beloved vine hawk

Human

486

49

dynamic juniper towhee

Human

374

46

cosmic acorn firetail

Human

327

42

ecstatic lowland condor

Human

415

42

This rate of contributions is less surprising when you consider that Zesty is an AI Note Writer. It’s one of eight explicitly signposted LLM-driven accounts that have joined Community Notes since X first enabled them in July.

In the past 80-odd days, AI accounts have made their presence felt. Early signs suggest that a full roll-out of AI contributors could dramatically alter the makeup and purpose of Community Notes. This has consequences beyond X, given that the program has been imitated by Meta and TikTok.

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