QuantAgent & $1.7M bot
An open‑source multi‑agent LLM for HFT called 'QuantAgent' surfaced alongside a report that a quantum trading bot netted $1.7M on Polymarket using adaptive Frank‑Wolfe/Bregman arbitrage tactics (x.com). Traders are simultaneously broadcasting live intraday hedging and options plays on March 30 streaming sessions—proof volatility is marrying algos and human discretionary flows (youtube.com).
QuantAgent’s public GitHub lists roughly 1.4k stars, 309 forks and a codebase with 120+ commits, with recent updates to the main branch within the past month. ) The accompanying paper and project page credit Fei Xiong, Xiang Zhang, Aosong Feng, Siqi Sun and Chenyu You and tie the work to Stony Brook, Carnegie Mellon, UBC, Yale and Fudan. (openreview.net (openreview.net)) Authors describe QuantAgent as a price‑driven, HFT‑focused multi‑agent LLM that decomposes trading into Indicator, Pattern, Trend and Risk agents operating on short OHLC bar signals to address latency and interpretability. ) Open‑source Polymarket arbitrage projects implementing Bregman projection and Frank–Wolfe solvers include a testing repo that documents 17,218 examined conditions and reports $39.7M total extracted in prior research. ) That testing repo cites RohOnChain’s math and lists a “top trader” result of roughly $2,009,632 earned from 4,049 trades as a benchmark for what optimized projection‑based arbitrage uncovered. ) Developer write‑ups from LayerX and reporting on algorithmic advances note teams are adopting adaptive fully‑corrective Frank–Wolfe variants to accelerate combinatorial arbitrage projections on Polymarket. ) Commercial tooling and bot services advertising Polymarket automation include PredictEngine’s no‑code deployment and PolyBots’ AI‑configured Polymarket bots, both marketing real‑time execution and strategy templates for prediction‑market trading. (predictengine.ai (predictengine.ai)) (polybots.io (polybots.io)) Multiple YouTube channels streamed live intraday trading and options‑hedging sessions on March 30, 2026, including a “LIVE TRADING 3/30/2026” broadcast showing NQ, GC, ES and options setups. ) Other March 30 live streams documented funded‑account and XAUUSD intraday trading, matching the same calendar date when traders and bots were being showcased in real time. ) Third‑party Polymarket analytics platforms publish real‑time leaderboards and wallet trackers that make it possible to monitor multi‑million‑dollar PnL and large‑wallet activity on the platform. (polymarketanalytics.com (polymarketanalytics.com))
