Three distinct disciplines, including materials synthesis, validated the new Co-Scientist system. This Gemini-based multi-agent framework now plans experiments, operates physical lab equipment, and drafts scientific papers autonomously. It moves beyond simple hypothesis generation. Researchers can now automate the entire loop from theoretical design to experimental validation and final documentation.