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google-deepmind/detectorscope

Build AI text detectors whose decisions are mechanistically grounded and human-auditable (EMNLP 2026)

Visit GitHub
Python
436
39
2 contributors
Apache License 2.0
website
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Momentum

How fast google-deepmind/detectorscope is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Oct 23 – Nov 6, 2026

Stars +432 in 15 days

0100200
176

Forks +39 in 15 days

051015
12

Merged PRs 0 in 15 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Oct 23Oct 25Oct 27Oct 29Oct 31Nov 2Nov 4Nov 6
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+3+00
Sun, Oct 25, 2026+2+10
Mon, Oct 26, 2026+12+30
Tue, Oct 27, 2026+11+20
Wed, Oct 28, 2026+176+120
Thu, Oct 29, 2026+48+40
Fri, Oct 30, 2026+14+10
Sat, Oct 31, 2026+6+10
Sun, Nov 1, 2026+31+30
Mon, Nov 2, 2026+53+50
Tue, Nov 3, 2026+42+40
Wed, Nov 4, 2026+19+30
Thu, Nov 5, 2026+15+00
Fri, Nov 6, 2026+0+00
Total+432+390
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Oct 291 post
    • We run ablations on the features and show that their importance scores accurately reflect their causal effect on downstream detector predictions. In addition, paraphrasers with access to the features…

      Read full on X, posted by @LiamDugan_

      @LiamDugan_ · x.com

  2. Oct 281 post
    • 溜儿,谷歌DeepMind搞的一个AI文本检测工具,帮你判断文章是不是AI写的,还能标出具体文字 工具叫DetectorScope ,不光给出判断,还能把判断依据摆出来 以前检测,只给一个AI检测分数,这个检测器能给你解释依据什么作出的判断,告诉你文本里的哪些属性让它测出了“AI”,以及这些属性在文本中的位置,审查过程透明 #AI文本检测 #DetectorScope

      Read full on X, posted by @aigclink

      @aigclink · x.com

  3. Oct 241 post
    • DetectorScope: AI text detectors that show their work

      Read full on Hacker News

      Hacker News

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