Building Trustworthy AI Ecosystems for Indian Higher Education

When AI deployments fail in education, it’s rarely the technology—it’s trust. At Dr. Babasaheb Ambedkar Open University’s landmark National Research Workshop on Ethical AI, Prof. Dr. M.M. Ananth unveiled the Four Pillars framework for building trustworthy AI ecosystems: Education, Ethics, Collaboration, and Sustainability. Live polling revealed a striking insight: nearly half of Indian academics identify AI literacy—not infrastructure—as the sector’s most urgent development priority.

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Beyond Technology: The Human Bottlenecks in AI Adoption for Genomics

“We bought the AI. Where’s the value?” At CATALYST AI Genomics Forum 2025, Prof. M M Ananth addressed the elephant in the room—why expensive AI tools sit underutilized in genomics labs worldwide. His diagnosis: four human bottlenecks in education, ethics, collaboration, and sustainability. Live audience polling reinforced his thesis, with 40.7% admitting they lack formal AI governance documentation and 43.75% prioritizing team AI literacy assessment as their immediate next step.

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