Argos Research is building a neural network architecture intended to enable continual learning in chaotic, real-world physical environments. The founders, including Hassan I. and cofounder Hadi Alsibassi, describe the work as addressing limitations of current data-driven approaches for physical systems. The company publicly announced a $1.6M pre-seed round led by Paige Craig and Outlander VC with several angel backers, reflecting early-stage institutional and angel support. No revenue, user, or other operating metrics were disclosed in the announcement. The raise is presented as an initial financing to advance the company’s technical development and team growth, though specific plans for the capital were not detailed. Argos frames its mission around enabling machines to learn continually as they operate in messy, real-world contexts.

Total raised

$2M

Funding rounds

1

Latest round

Seed

Latest activity

May 2026