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Pandora
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Pandora: Towards General World Model with Natural Language Actions and Video States
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2026-03-06 02:21:12
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Pandora Pandora : Towards General World Model with Natural Language Actions and Video States Blog Gallery GitHub Hugging Face Paper Discord Maitrix.org We introduce Pandora , a step towards a General World Model (GWM) that: Simulates world states by generating videos across any domains Allows any-time control with actions expressed in natural language On-the-Fly Control with Natural Language Pandora accepts free-text actions as inputs during video generation to steer the video on the fly. This differs crucially from previous text-to-video models which only allow text prompts at the beginning of the video. The on-the-fly control fulfills the promise of the world model to support interactive content generation and enhance robust reasoning and planning . Predicting Alternative Futures as You Like World models simulate alternative futures of the world. Pandora allows you to control the future. Here we show some counterfactual futures – differ...
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