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"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"
} |