Andy Arditi
@andyarditi
PhD @ the Bau Lab
1 216Followers
699Following
253Posts total
37.2KViews on collected posts
Derniers posts
Recherche de nouveaux posts…
Special thanks to @max_spero_ and @pangram for generously providing the Pangram credits that made this analysis possible.
https://t.co/BjffofE3WA
496 views · 17 likes
· 0 reposts · 0 replies
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This suggests a simple adjustment to peer review: deanonymize all submissions (after review process) including rejected ones - perhaps along with AI-detection scores. Authors who repeatedly submit low-effort AI-generated papers would build public reputations as "slopsters".
987 views · 29 likes
· 1 reposts · 1 replies
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One principle that we like: authors should take responsibility for work bearing their name. If your name is attached to a manuscript, you should certainly know what's in it, and you should be able to defend its contents - regardless of how it was generated.
545 views · 15 likes
· 0 reposts · 1 replies
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We also analyzed reviews.
- In 2026, half of all reviews contained at least one AI-generated passage, and 17% were flagged as entirely AI.
- On heavily AI-generated papers, we find that AI-generated reviews give more generous recommendations than human-written reviews. https://t.
9.6K views · 31 likes
· 2 reposts · 2 replies
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AI-assisted research is here to stay - there's no going back. As researchers and as a community, we need to figure out how to adapt; we need principles for using this technology responsibly.
666 views · 11 likes
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The best papers are still mostly human-written, though.
- 91% of spotlight papers were categorized as entirely or mostly human-written, compared to about 50% for the overall submission pool. https://t.co/f6PPwEz48a
3.6K views · 24 likes
· 1 reposts · 1 replies
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The prevalence of AI-generated writing has grown steadily.
- In 2024, essentially no submissions were flagged.
- By 2026, about a third of papers had a majority of their text flagged as AI-generated. https://t.co/iZAJ11nKAD
569 views · 8 likes
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To quantify AI-generated content, we took every submission and every review from all three workshop editions, and ran them through Pangram, an AI-text detector.
Some highlights below.
507 views · 7 likes
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A chunk of this growth is driven by individual authors submitting more papers.
- 24% of 2026 submissions were solo-authored, up from 9% in 2024.
- 62 authors first-authored at least two submissions, and there was even one person who first-authored six different submissions. https
622 views · 9 likes
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Some context first:
- The MI workshop is growing rapidly. Submissions have more than doubled between each iteration: 143 -> 320 -> 801.
- Two more doublings would put the workshop around 3,200 submissions, roughly where ICLR was in 2022. https://t.co/LaQpnoRsAC
902 views · 11 likes
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Last week we wrapped up the third Mech Interp Workshop. This iteration, we noticed a lot more "AI slop" submissions, and reviewers complained about low-effort papers. So I decided to analyze the prevalence of AI-generated content at the workshop. (1/n)
https://t.co/BjffofE3WA
18.3K views · 115 likes
· 10 reposts · 3 replies
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Growth & engagement
How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.
Views per post
18.3K15 Jul
902
622
507
569
3.6K
666
9.6K
545
987
496
266
Last 12 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.
Engagement rate per post
0.74%15 Jul
1.33%
1.61%
1.58%
1.58%
0.77%
1.80%
0.41%
2.94%
3.24%
3.43%
1.50%
Reactions — likes, reposts, replies and quotes — divided by views.
What the audience does
Likes73.0%281 in total
Reposts3.6%14 in total
Replies3.4%13 in total
Quotes3.9%15 in total
Bookmarks16.1%62 in total
Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.
The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.
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Frequently asked questions about @andyarditi
How many followers does @andyarditi have?
1 216 followers.
How many posts has @andyarditi published?
253 posts.
How do posts by @andyarditi perform?
Collected posts: 12. Views: 37 180. Likes: 281.