Geek Labs

Oct 6, 2026 · Artificial Intelligence

Rizzo Flow: Local Open-Source Implementation of Jev's Token-Free Decision Model

Rizzo Flow replicates Jev's System One Model interface locally using Spark-X2.5 and LoRA, outputting calibrated probabilities for typed decisions without token generation, achieving 50ms latency on consumer GPUs while acknowledging accuracy gaps versus the proprietary Jev service.