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AetherLabsAI/CausalWM

A causal reasoning world model for embodied intelligence, predicting future video through explicit chain-of-thought over motion and geometry with flexible multimodal conditioning.

#AI video generation
Visit GitHub
Python
58
4
4 contributors
Custom license
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Momentum

How fast AetherLabsAI/CausalWM 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

Sep 18 – Nov 5, 2026

Stars +57 in 49 days

01020
17

Forks +4 in 49 days

01
1

Merged PRs 0 in 49 days

01

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

Not in the Trendshift top 25 in this period

Sep 18Sep 25Oct 2Oct 9Oct 16Oct 23Oct 30
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, Sep 18, 2026+0+00
Sat, Sep 19, 2026+4+00
Sun, Sep 20, 2026+17+10
Mon, Sep 21, 2026+10+00
Tue, Sep 22, 2026+5+00
Wed, Sep 23, 2026+1+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+1+00
Sat, Sep 26, 2026+4+10
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+1+00
Tue, Sep 29, 2026+1+00
Wed, Sep 30, 2026+1+10
Thu, Oct 1, 2026+1+00
Fri, Oct 2, 2026+1+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+3+00
Sat, Oct 10, 2026+2+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+2+00
Tue, Oct 13, 2026+0+10
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+2+00
Tue, Oct 20, 2026+1+00
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+0+00
Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+0+00
Wed, Oct 28, 2026+0+00
Thu, Oct 29, 2026+0+00
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+0+00
Sun, Nov 1, 2026+0+00
Mon, Nov 2, 2026+0+00
Tue, Nov 3, 2026+0+00
Wed, Nov 4, 2026+0+00
Thu, Nov 5, 2026+0+00
Total+57+40
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Sep 201 post

    • 第一版因果世界模型 CausalWM 登顶 Leaderboard，取得 Top-1

      Read full on X, posted by @nakmf61899276

      @nakmf61899276 · x.com

  2. Sep 191 post

    • Thrilled to share CausalWM, our causal world model v1 built based on Causal Chain-of-Thought (CoT). It currently ranks No. 1 on TriWorldBench and the robot domain of PAI-Bench. Many world models…

      Read full on X, posted by @huang_biwei

      @huang_biwei · x.com

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