claim
active
claim:perceiver-architecture-is-some-way-from-being-a-full-implementation-of-gwtPerceiver architecture is some way from being a full implementation of GWT.
Case study conclusion.
Source paper
extracted_from(2023) · Patrick Butlin · Robert P. Long · Eric Elmoznino · Yoshua Bengio +15
Neighborhood — ranked by edge-count
Papers (1)
paper
Communities (2)
community
- Alive AI interface ethics & designmembers_ofExplores aliveness, aesthetics, welfare, and ethical responsibility in AI interaction design.
- Evaluating whether current architectures (transformers, perceivers) satisfy GWT's indicator properties for machine consciousness.
Claims (1)
claim
- Overall assessment of current state; qualified by possibility.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Architecture using a latent space with cross-attention to handle multimodal inputs; argued to implement a global workspace.
- Eighth assumption that building has no special importance beyond engineering or image-making, underlying society's treatment of the built environment.
- Asserts that organismic identity is fundamentally a cognitive structure.
- Indicator from GWT: existence of specialized parallel modules.
- GWT-2: Limited capacity workspace, entailing a bottleneck and a selective attention mechanismconcept0.734Indicator: workspace bottleneck with selective attention.
- GWT-4: State-dependent attention enabling sequential querying of modules for complex tasksconcept0.729Indicator: state-dependent attention and sequential module recruitment for System 2 thought.
- Can the same inferential architecture that supports self-awareness also support inference of others' mental states?question0.729Core open question motivating the future work direction of the paper
- Unifying hypothesis linking evolutionary and organismic individuality through shared informational integration requirements.