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The speaker discusses the applications and implications of Artificial Intelligence (AI) and Machine Learning (ML) in various fields, to solve complex problems. AI/ML systems are being used for surveillance, , medical diagnosis, recognition of X-ray images, other areas. The speaker believes that these systems can lead to the development of artificial general intelligence, which could be a network of machines.
The speaker highlights the challenges and vulnerabilities of AI/ML, including the lack of verifiability, traceability, and bias in data. They also discuss how AI/ML is being used in cyber security, specifically in detecting deviations from normal behavior to identify attacks. There are two modes: defensive AI (malware detection, spam filtering, vulnerability management) and offensive AI (replicating malware, creating smart botnets).
The speaker emphasizes the need for regulations in India to protect data and prevent its misuse. They also stress the importance of building capabilities, companies, and tools in India to leverage AI/ML for solving problems and fighting cyber threats.
The presentation concludes with a call to action, emphasizing the need for India to take advantage of AI/ML technologies while addressing their challenges and vulnerabilities.