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DEL technology is evolving from a screening tool into a rich data engine for AI. Learn how expanding datasets and computational methods are reshaping what researchers can uncover.

Discover how AI-powered modeling uncovers hidden patterns in DEL data, broadens chemical diversity, and accelerates decision-making to help teams prioritize compounds and move more efficiently.

Panelists debate whether NAMS can replace 10% of animal testing for regulatory submissions by 2030. Shashi asserts that big pharma is already reducing animal use, while Samantha cites the EU’s success in cosmetics and FDA’s roadmap for monoclonals. Zaher predicts over 50% replacement by 2030, citing OECD updates and liver injury data.

Zaher compares EU and U.S. progress, noting legislative and policy shifts driving NAMS integration. Samantha calls for open data platforms and consortiums to build confidence, while Zaher stresses benchmarking against human clinical data and government-led initiatives akin to the Human Genome Project.

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