LLMs are reframed as a degenerate case of world models with a continuous spectrum of architectures from next-token prediction to joint-embedding predictive architectures.
Beyond world models: Rethinking understanding in ai models
2 Pith papers cite this work. Polarity classification is still indexing.
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The paper introduces World Action Models as a new paradigm unifying predictive world modeling with action generation in embodied foundation models and provides a taxonomy of existing approaches.
citing papers explorer
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From Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond
LLMs are reframed as a degenerate case of world models with a continuous spectrum of architectures from next-token prediction to joint-embedding predictive architectures.
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World Action Models: The Next Frontier in Embodied AI
The paper introduces World Action Models as a new paradigm unifying predictive world modeling with action generation in embodied foundation models and provides a taxonomy of existing approaches.