As AI revolutionizes engineering and design, critical questions about liability emerge. This in-depth analysis explores the legal precedents and frameworks for determining responsibility when AI-generated designs fail, impacting developers, engineers, and end-users.

The market for AI in materials science is projected to hit $28.3 billion by 2030. As we look to 2026, discover the four key business models—from PaaS to vertical integration—that will define the commercialization of AI-discovered materials and synthetic proteins. This is your guide to the future of industry.