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India AI Impact Summit Outputs and Outcomes
Analysing the New Delhi Ddeclaration and its proposed deliverables
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India Exploring Indigenous Foundational Model with Low Availability of Data
Initial investment should go into building globally interoperable and locally implementable datasets (As suggested by Additional Secretary Mahaveer Singhvi, New, Emerging and Strategic Technologies, Ministry of External Affairs during a high level roundtable discussion hosted by Asia Society Policy Institute and United Nations India on Feb 16, 2026). Without having a holistic, inclusive dataset in Indian languages, the foundational model building would be an uphill task.
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Information Entropy - A Social Science Research Method
Amazon’s AI algorithms identify which products you would prefer, Facebook’s algorithms capacity to identify pictures accurately and segregate them into albums automatically, use information entropy. It is immature to say they use only information entropy; any sophisticated AI algorithm uses multiple approaches. /
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Who Should Control the Cybernetic Social System?
What is a Cybernetic Social System, and who should control it? The term refers to how societal feedback loops train algorithms that, in turn, nudge public behaviour in specific directions.