Jiaxin Pei
2 papers · Latest:
Machine Learning
The Last Human-Written Paper: Agent-Native Research Artifacts
Ara is a new protocol for machine-executable research packages, enhancing AI's ability to understand, reproduce, and extend scientific work by preserving full research context.
2604.24658
Natural Language ProcessingHow Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks
This paper systematically analyzes token consumption in AI agentic coding tasks, revealing high costs, variability, and poor self-prediction by frontier LLMs.
2604.22750
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