{
  "schema_version": 1,
  "title": "Repro: Representational Curvature Modulates Behavioral Uncertainty in Large Language Models",
  "emoji": "🌀",
  "space_id": "solarkyle/fufl3hBXMq",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-fufl3hBXMq"
  ],
  "updated_at": "2026-07-17T22:57:05+00:00",
  "root": {
    "slug": "index",
    "title": "Repro: Representational Curvature Modulates Behavioral Uncertainty in Large Language Models",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-curvature-entropy-correlation-and-its-emergence-during-training",
        "title": "Claim 1: Curvature-entropy correlation and its emergence during training",
        "file": "pages/claim-1-curvature-entropy-correlation-and-its-emergence-during-training/page.md",
        "children": []
      },
      {
        "slug": "claim-2-causal-perturbations-trajectory-aligned-vs-misaligned",
        "title": "Claim 2: Causal perturbations - trajectory-aligned vs misaligned",
        "file": "pages/claim-2-causal-perturbations-trajectory-aligned-vs-misaligned/page.md",
        "children": []
      },
      {
        "slug": "claim-3-straightness-regularization-reduces-entropy-at-equal-val-loss",
        "title": "Claim 3: Straightness regularization reduces entropy at equal val loss",
        "file": "pages/claim-3-straightness-regularization-reduces-entropy-at-equal-val-loss/page.md",
        "children": []
      },
      {
        "slug": "claim-4-representational-measures-and-table-1-anchor-mismatch-noted",
        "title": "Claim 4: Representational measures and Table 1 (anchor mismatch noted)",
        "file": "pages/claim-4-representational-measures-and-table-1-anchor-mismatch-noted/page.md",
        "children": []
      },
      {
        "slug": "claim-5-appendix-a-supplementary-perturbation-effects-across-layers",
        "title": "Claim 5: Appendix A supplementary perturbation effects across layers",
        "file": "pages/claim-5-appendix-a-supplementary-perturbation-effects-across-layers/page.md",
        "children": []
      },
      {
        "slug": "methods-and-provenance",
        "title": "Methods and provenance",
        "file": "pages/methods-and-provenance/page.md",
        "children": []
      },
      {
        "slug": "extension-curvature-vs-jspace-for-hallucination-gemma-4-e4b",
        "title": "Extension: curvature vs JSpace for hallucination (Gemma-4-E4B)",
        "file": "pages/extension-curvature-vs-jspace-for-hallucination-gemma-4-e4b/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 10629,
  "revision": "1784329025014661600"
}