Author

Guangqiang Wang

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Preprint Aug 2026

GigaBrain-0.7: Scaling Embodied Foundation Models to Emergent Capabilities with a Three-System Architecture

Vision-language-action (VLA) models have become a dominant paradigm for generalist embodied agents, demonstrating strong complex and long-horizon task completion in structured settings. Yet it remains an open question whether current VLA systems can benefit from more effective architectural design, scale to substantial...

GigaBrain Team, An-Gen Ye, Axiang Sun et al. · 5 citations · ⚡1

Preprint Aug 2026

Praxist: From Experimental Artifacts to Solution Lineages

Praxist is introduced, a lineage-centered generational system that converts reproducible artifacts and evaluator outcomes into a typed evidence graph of findings, lane-structured frontiers, and agendas, and Separating local artifact construction from cohort-level evidence synthesis lets later attempts inherit validated...

Jin Li, Ahmed Murtadha, Zhiying Wang et al. · 0 citations