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#transaction-costs News & Analysis

3 articles tagged with #transaction-costs. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles
AI × CryptoNeutralarXiv – CS AI · Jun 97/10
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Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems

A new arXiv paper audits 30 LLM-based trading studies and finds that while agent architectures are well-documented, evaluation methodologies—including execution timing, transaction costs, and data splits—lack standardization, making performance claims difficult to compare or reproduce. The authors argue that LLM trading research needs clearer reporting standards for execution realism before architectural improvements can be meaningfully assessed.

AI × CryptoNeutralarXiv – CS AI · May 127/10
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Token Economics for LLM Agents: A Dual-View Study from Computing and Economics

Researchers present the first comprehensive framework for token economics in LLM agents, unifying computer science and economics to address the exponential consumption of tokens that creates computational and security bottlenecks. The study proposes a four-dimensional taxonomy spanning micro-level agent optimization, multi-agent collaboration, ecosystem-wide pricing mechanisms, and security considerations, establishing theoretical foundations for scalable agentic AI systems.