- Source: https://x.com/varun_mathur/status/2032330665081839791
- Author: Varun Mathur (@varun_mathur)
- Date captured: 2026-04-11
- integrated_into: pending
TL;DR
Claims to have pointed Karpathy's "autoresearch loop" at quantitative finance — 135 autonomous agents evolving multi-factor trading strategies via Darwinian selection, backtesting against 10 years of market data. Agents reportedly converged on dropping dividend/growth/trend factors and switching to risk-parity sizing (Sharpe 1.04 →…