arXiv (All)
open access
Real Money, Fake Models: Deceptive Model Claims in Shadow APIs
Access to frontier large language models (LLMs), such as GPT-5 and Gemini-2.5, is often hindered by high pricing, payment barriers, and regional restrictions. These limitations drive the proliferation of $\textit{shadow APIs}$, third-party services that claim to provide access to official model serv
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Clone What You Can't Steal: Black-Box LLM Replication via Logit Leakage and Distillation#996874
- Working Around the Compute Ceiling: Byte-Exact Memory in Galahad Makes LLM Reading a One-Time Cost LLM Reading a One-Time Cost#1144325
- An Empirical Evaluation of Cost-Efficient Large Language Models on Algorithmic Programming Tasks#1011758
- An Empirical Evaluation of Cost-Efficient Large Language Models on Algorithmic Programming Tasks#965478
- Model-Driven Data Contracts for Digital Twin Services#422339
Record · ID 1052100
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive