ARIA
Autonomous research that runs for months, adapted across three organizations
◆ What
Autonomous research that runs for months, adapted across three organizations
◆ How
Built on: DGX Spark Platform, Autonomous Researcher
◆ Why
Pioneer + The Lab + Multiplier
Overview
A multi-agent research system built to run for months, not minutes. One kernel, adapted across three organizations: a global pharma R&D org, an enterprise setting, and SocialEyes (retinal AI). The written-up system ran 7 instances across 4 domains over an 18-week window: 19,364 commits, 97.8% autonomous resumption from 321 failures, with a filed provisional patent (patent pending). Its successor, ARIA-SE, now runs continuously on a borrowed NVIDIA 8xH100 node: 8,700+ autonomous sessions and 660+ experiments in the first two weeks, generating retinal-AI findings around the clock.