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concept:foundation-modelsFoundation Models
Large pretrained models used as backbones across tasks; their universality motivates the convergence hypothesis
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- Large pretrained models for genomic sequences; subject of this work's pooling improvements.
- A representation that captures relevant aspects of a system; according to the theorem, the regulator must embody this.
- Large transformer models pretrained on EEG data for clinical tasks; the object of interpretability in this paper.
- Theme issue context: relates to internal models of environment, central to consciousness and cognition across substrates.
- Primary substrate for manifold steering experiments; demonstrates method on reasoning and in-context tasks.
- Comparing models using log-evidence approximated by free energy.