Research

On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

Trend · papers per month

count % of corpus

1 result for “TradeArena”

Representation Signatures and Risk-Feedback Alignment in LLM Trading Agentscs.LG

LLM trading agents show risk feedback can improve alignment without fine-tuning.

problem Aligning LLM trading agents with financial risk.

method TradeArena testbed, risk reports, execution simulation, memory replay.

result Risk feedback can improve alignment without fine-tuning, but not universally.

LLM trading risk feedback alignment financial decision TradeArena

2026-05-16abs ↗pdf ↗