green rose systems

“growth, forever”
A Software Studio · Established 2026

Research

LLM orchestration, smaller-model research, arranging the pieces in new ways.

01  ·  substrate

Multi-model coordination through one append-only log. Eight shipped topologies: code review, debate, adversarial pair, coding flow, planner-solver, simulation, tool loop, retry pipeline.

02  ·  large-price-model

A transformer on SPY fifteen-minute bars across twenty parallel time series. Every seed beats every baseline seed on log-loss (3.180 vs tuned linear 3.256, MLP 3.212, GRU 3.219). Gain lives in bucket precision.

Contact

We’re open to a small number of new engagements. Write with a short note about the work and the timeline.

info@greenrosesystems.com