concept
active
concept:video-world-model

Video World Model

Secondary substrate demonstrating cross-modal applicability of manifold steering.

Neighborhood — ranked by edge-count

Concepts (2)

concept
  • World Models
    related_to
    Theme issue context: relates to internal models of environment, central to consciousness and cognition across substrates.
  • Manifold Steering
    associated_with
    Central framework: steering neural networks by intervening along the curved manifold where a concept lives, rather than in straight lines through activation space.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Video model experimental setting demonstrating cross-modality generality of manifold steering.
  • A task with geometry corresponding to physical dynamics, used in a video world model to test manifold steering.
  • The joint distribution over events in the world that generate observed data; the proposed endpoint of representational convergence
  • modelconcept0.754
    A representation that captures relevant aspects of a system; according to the theorem, the regulator must embody this.
  • Toy Modelsconcept0.745
  • Persona Modelconcept0.745
    The internal machinery a language model uses to represent and instantiate personas: its learned capacity to simulate, differentiate, and maintain coherent characters
  • Wise World Modelframework0.743
    The paper's proposed internalized representation of reality grounded in contemplative insights that enables intrinsic alignment
  • Model-persona viewframework0.742
    New view introduced by this paper: a mind is the union of all instance-persona segments that activate the same persona region of a given model