Brown Forces Technology Studio
AI Chip Routing. 7 Million Parameters. Under 2 Seconds.
97.9%
token accuracy on 5,008 test puzzles
0
obstacle violations across 15,024 net evaluations
87.6%
connected on zero-shot transfer to real ibex layouts
Live Demo
Watch It Route in Real Time
Load any puzzle from the 5,008-puzzle test set. The model routes it in under 2 seconds on a single RTX 5090 — 16 recursive steps, no search, no backtracking.
Opens route.brownforces.io
Enterprise Model
This is the 7M open-source model.
We're building the enterprise version — RL-based reward, higher connectivity, and support for production-scale designs (ibex, riscv32i, aes, jpeg and beyond).
Open Source
This model is open. The platform is not.
The 7M HRM checkpoint, training code, and connectivity evaluator are available under Apache 2.0. The enterprise routing platform and RL training infrastructure are not.
Built by Brown Forces Technology Studio