{
  "schema_version": 1,
  "title": "Repro - Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives",
  "emoji": "\ud83d\udd2c",
  "space_id": "bertfil/aGaBFE9pta",
  "paper": {
    "arxiv_id": "2505.21627",
    "openreview_id": "aGaBFE9pta",
    "title": "Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives",
    "url": "https://arxiv.org/abs/2505.21627"
  },
  "tags": [
    "icml2026-repro",
    "paper-aGaBFE9pta"
  ],
  "updated_at": "2026-07-20T03:52:34+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "00-scored-evidence-summary",
        "title": "00 - Scored evidence summary",
        "file": "pages/00-scored-evidence-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-under-pay-per-token-pricing-a-provider-that-report",
        "title": "Claim 1 - Under pay-per-token pricing, a provider that reports each ou\u2026",
        "file": "pages/claim-1-under-pay-per-token-pricing-a-provider-that-report/page.md",
        "children": []
      },
      {
        "slug": "claim-2-finding-the-longest-plausible-tokenization-of-a-gi",
        "title": "Claim 2 - Finding the longest plausible tokenization of a given output\u2026",
        "file": "pages/claim-2-finding-the-longest-plausible-tokenization-of-a-gi/page.md",
        "children": []
      },
      {
        "slug": "claim-3-algorithm-1-a-heuristic-that-iteratively-splits-hi",
        "title": "Claim 3 - Algorithm 1, a heuristic that iteratively splits high-index \u2026",
        "file": "pages/claim-3-algorithm-1-a-heuristic-that-iteratively-splits-hi/page.md",
        "children": []
      },
      {
        "slug": "claim-4-any-incentive-compatible-additive-pricing-mechanis",
        "title": "Claim 4 - Any incentive-compatible additive pricing mechanism must pri\u2026",
        "file": "pages/claim-4-any-incentive-compatible-additive-pricing-mechanis/page.md",
        "children": []
      },
      {
        "slug": "claim-5-the-proposed-incentive-compatible-mechanism-prices",
        "title": "Claim 5 - The proposed incentive-compatible mechanism prices tokens li\u2026",
        "file": "pages/claim-5-the-proposed-incentive-compatible-mechanism-prices/page.md",
        "children": []
      },
      {
        "slug": "reproduction-protocol-and-provenance",
        "title": "Reproduction protocol and provenance",
        "file": "pages/reproduction-protocol-and-provenance/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 7870,
  "revision": "1784519554894734800"
}