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The author critiques current AI models like Fable and Astra, arguing that despite impressive domain-specific outputs they fundamentally fail to synthesize across varying levels of abstraction and chronology, and suggests that industry AGI narratives are likely overhyped given these persistent architectural limitations.
A new study proposes viewing tumors as organized ecosystems rather than random mutations, using AI to analyze spatial organization, immune localization, and signaling environments in oncology.