The Coming Trust Revolution in AI-Driven Materials Science
As AI accelerates material discovery at unprecedented speeds, a critical new framework called GIFTERS is emerging to ensure scientists can actually trust what their algorithms find. This isn't just about better predictions—it's about building AI that explains its reasoning, admits its biases, and proves its reliability before a single experiment is run.