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xingyun-24.github.io

xingyun-24.github.io — Causal Writability in Video Models

xingyun-24.github.io is Causal Writability in Video Models. It is ranked #559 on the AI Radar, in AI video, first seen 3 days ago and shared in 1 post (4.2k views).

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A Chosen Future Can Still Be Rewritten WM WORLD MODEL MECHANISMS Paper GitHub PHYSICS PREDICTIVE SHORTCUTS CAUSAL CONTROL Causal Writability in Video Models A Chosen Future Can Still Be Rewritten. When appearance cues conflict with physical history, which training-supported continuation controls generation, and does the rejected continuation remain causally accessible within the model? View the evidence ↓ Decoded-video measurements · causal interventions · cross-run transfer CENTRAL FINDING Physical structure can remain causally available without controlling natural generation. Natural generation identifies the selected continuation;…

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Is Physics editable in world models? Yes, but only up to a critical depth. The model "makes up its mind" about physics at some layer, "submits" it, leaving physics uneditable after that. Check out our paper: https://arxiv.org/abs/2609.15980

@ZimingLiu11, 3 days ago · 33 likes · see the post

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Causal Writability in Video Models It was first shared on X 3 days ago and is ranked #559 on the AI Radar.

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1 account on X, including @ZimingLiu11, in 1 post totalling 4.2k views.

Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 4.7k X accounts over the last 14 days, 1.3k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 21:10 UTC. Full method.