framework
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framework:atlas-frameworkATLAS Framework
A framework where a single discrete word (functional token) serves both agentic operation and latent visual reasoning, requiring no visual supervision.
Neighborhood — ranked by edge-count
Papers (1)
paper
Concepts (1)
concept
- Functional TokenimplementsA discrete token in the vocabulary that represents a visual operation (e.g., <|Line|>, <|Shape|>, <|Text|>), generated via next-token prediction within autoregressive sequences.
Claims (2)
claim
- Core claim of the paper: a unified token bridges the gaps.
- The paper's thesis from the title.
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.
- 1984 Ashton-Tate integrated system with frames, FRED language, and overlapping windows; design reference for Playground's approach.
- Bostrom's category of AIs that perform specific tasks without overarching goals.
- Conceptual scheme introduced in this paper: neural networks develop internal geometric representations that mirror real-world geometry, providing the right level of description for interpretability and control.
- Core framework proposing discrete functional tokens as a unified solution for visual reasoning in VLMs, bridging agentic and latent approaches.
- Bostrom's category of AIs that produce desired results given commands but do not act autonomously.