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Traditional cell lines are inadequate for predictive modeling because they are biologically divergent from actual human tumors.

Impact: Forces a move toward patient-derived multimodal data, increasing the value of companies that can source and process human tumor samples.

— from AI Foundation Models and the Future of Precision Oncology · Latent Space: The AI Engineer Podcast· Apr 20, 2026