{
  "schema_version": 2,
  "title": "Prototype-Grounded Concept Models for Verifiable Concept Alignment",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-prototype-grounded-concept-models-for-verifiable-concept-alignment",
  "paper": {
    "arxiv_id": "2604.16076"
  },
  "tags": [
    "icml2026-repro",
    "paper-2A9FaOnzby"
  ],
  "updated_at": "2026-08-01T09:32:17.798354+00:00",
  "root": {
    "slug": "index",
    "title": "Prototype-Grounded Concept Models for Verifiable Concept Alignment",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-prototype-grounded-architecture",
        "title": "Claim 1: Prototype-grounded architecture",
        "file": "pages/claim-1-prototype-grounded-architecture/page.md",
        "children": []
      },
      {
        "slug": "claim-2-reported-accuracy-table",
        "title": "Claim 2: Reported accuracy table",
        "file": "pages/claim-2-reported-accuracy-table/page.md",
        "children": []
      },
      {
        "slug": "claim-3-elbo-style-objective",
        "title": "Claim 3: ELBO-style objective",
        "file": "pages/claim-3-elbo-style-objective/page.md",
        "children": []
      },
      {
        "slug": "claim-4-noisy-label-prototype-interventions",
        "title": "Claim 4: Noisy-label prototype interventions",
        "file": "pages/claim-4-noisy-label-prototype-interventions/page.md",
        "children": []
      },
      {
        "slug": "claim-5-prototype-swapping",
        "title": "Claim 5: Prototype swapping",
        "file": "pages/claim-5-prototype-swapping/page.md",
        "children": []
      },
      {
        "slug": "claim-6-concept-intervention-responsiveness",
        "title": "Claim 6: Concept intervention responsiveness",
        "file": "pages/claim-6-concept-intervention-responsiveness/page.md",
        "children": []
      },
      {
        "slug": "claim-99-fresh-independent-cpu-audit",
        "title": "Fresh independent CPU audit",
        "file": "pages/claim-99-fresh-independent-cpu-audit/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
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