Artificial Intelligence Basics

What is a neural network?

Neural networks learn useful internal representations directly from data, capturing nonlinear structure that classical models miss. With sufficient capacity, appropriate goals, and regularization against overfitting, it scales from small-scale benchmarks to production systems such as computer vision, natural language processing, speech recognition, and prediction, delivering measurable improvements in accuracy and robustness. Modern deep learning […]

Applications of AI

“The image of AI as a tool is too simplistic.”

How are the advantages and disadvantages distributed in this context? What is very clear is that the people most likely to suffer are the “global majorities” – people of African, Asian, Latin American or mixed backgrounds who make up the majority of the world’s population. Poorer countries with large populations of data workers but without […]

Sarvam AI and others in talks with Ministry of Defense to set up Rs 300-crore CoE for defense AI applications

India is considering a major push to develop indigenous AI for defense, and startup Sarvam and other domestic research institutes are reportedly in advanced talks with the Ministry of Defense to set up a Rs 300-crore center of excellence (CoE). Economic Times coverage. The discussion comes amid a growing global reliance on AI in conflict […]

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