Shahinul Hoque
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2AI×2NLP×2
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Research Timeline
2026
Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage
The paper demonstrates that the current per-token billing model for LLMs is susceptible to systematic inflation because auditing frameworks must rely on evidence provided by the service provider, creating a trust paradox.
Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage
The paper demonstrates that the current per-token billing model for LLMs is susceptible to systematic overcharging because auditing frameworks must rely on evidence provided by the very companies that control the billing process.
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Papers
cs.CRcs.AIcs.CLRecentMay 28, 2026
Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage
The paper demonstrates that the current per-token billing model for LLMs is susceptible to systematic inflation because auditing frameworks must rely on evidence provided by the service provider, crea…
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cs.CRcs.AIcs.CLRecentMay 28, 2026