Interpolation for Incongruent Concepts

by Chenhao Tan25 days ago
2

The line of work on linear representation hypothesis and information geometry puts a strong emphasis on causally separable "concepts" and examines the curvature from interpolation either in the primal space or dual space. What about interpolation for incongruent concepts? What would the outcomes look like?

Implemented:https://github.com/Hypogenic-AI/interp-incongruent-48af-claudeImplemented:https://github.com/Hypogenic-AI/interp-incongruent-79b3-codexImplemented:https://github.com/Hypogenic-AI/interp-incongruent-3e42-gemini
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If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:

@misc{tan-interpolation-for-incongruent-2026,
  author = {Tan, Chenhao},
  title = {Interpolation for Incongruent Concepts},
  year = {2026},
  url = {https://hypogenic.ai/ideahub/idea/Z4q4M3MyfBsU9Th4CrNz}
}

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