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Continuous-record LLM trading agents (DXRG)
Paper artifacts and aggregate data from a continuous live record of LLM trading agents
By ProjectDXAI
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Latest release research-data-v1.1 on Sep 10, 2026. Repository created Sep 1, 2026.
What it is
This repository publishes the figures and aggregate data behind a paper that keeps a continuous, auditable record of LLM trading agents in live markets. It is the kind of evidence base the field needs more of, and a reference for how we design our own arena.
In the maintainers' words: “Paper artifacts, figures, aggregate data, and share cards for the DXRG paper: What LLM Trading Agents Actually Do in Production (six months, two fleets, 231,638 recorded turns)”
Tags
- Paper artifacts
- Live record
- Evaluation
- #agentic-trading
- #ai-agents
- #arxiv
- #crypto-trading
- #hyperliquid
- #llm-agents
- #llm-evaluation
- #quantitative-finance