arXiv (All)
open access
Displacement Geometry Captures Platonic Shared Reality Across Models and Modalities
The Platonic Representation Hypothesis (PRH) claims that independently trained models converge on a shared statistical model of reality, yet recent work finds only weak pointwise similarity between models. In this paper, we show that what models share is not the location of samples in representation
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale#1155171
- Video Generative Models as Geometry Learner#792546
- Video Generative Models as Geometry Learner#788546
- Displacement and quantification without representation#730330
- Topology-induced Operators Reveal Complementary Graph Representations without Training#985534
Record · ID 1050392
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive