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Radical AI Accelerates Alloy Discovery

October 31, 2026

2 min read

Key Takeaways

Radical AI uses AI and robotics to design and test advanced materials.
The company has developed 300 new alloy compositions in 16 weeks.
Technology aims to reduce reliance on supply-constrained metals.
Partnership with Sandia National Laboratories for metal-hydrogen research.

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Strategic Implications

Radical AI's approach may indicate a shift in the materials discovery process, potentially reducing reliance on critical minerals and accelerating the development of new alloys for aerospace and defense applications. This could suggest a new model for materials development, where manufacturers design products and materials concurrently, which may lead to performance improvements and reduced supply chain vulnerabilities.

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What Happened

New York-Based Company Uses Autonomous Labs For Aerospace Materials

Radical AI, a New York-based company, is using artificial intelligence and autonomous laboratories to accelerate the discovery of new alloys for aerospace and defense applications. The company has developed a self-driving laboratory platform that can design, manufacture, and test advanced materials, reducing the discovery process from decades to just a few years. Radical AI has partnered with Sandia National Laboratories and is backed by RTX and Nvidia. The company’s technology could help manufacturers develop alternatives to alloys containing metals vulnerable to export restrictions or limited domestic production, as reported by MINING.COM.

Source | Originally Published: October 30, 2026

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