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AI machine learning: the future of innovation, automation, and intelligence

Published on September 30, 2026   21 min

A selection of talks on Technology & Operations

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0:00
Hello. I'm Dr. Ravinder Singh. I'm Head of Digital and Systems Team Cabinet Office and particularly working with Government Commercial Function. My team provides digital and technology services across Government Commercial Function, which are government commercial college and use of new emerging technologies, AI, machine learning, blockchain, quantum computing, Internet of Things, and others. This is a very relevant topic because each and every organization is trying to use the new technologies for providing better services as well as better products for their customers.
0:38
We can see the data has grown from 2010 to 2025. This slide provides you that 90 times the data has increased, and it is increasing day by day, as you can see with the advent of new technologies and use of generative AI, LLM models or ChatGPT or similar things. It is increasing enormously in the last five years or so. It has increased much more than in previous years. As you can see from this slide, from 2023 to 2025, 60 zettabytes have increased, which is enormous data increase. Where is this data coming from? The next slide will tell you about that.
1:18
This slide provides you how this data is coming, I'm just taking this from the various applications which are data growth which is showing from Tinder, from Google searches, WhatsApp, from emails sent, apps which are used, YouTube videos, TikTok videos, and so on. As this data is showing you that every minute of the data that this is how the data is increasing. You can see, or you can appreciate that where this data is coming from, and we have to be very cognizant of this fact that we have to use this data judiciously and we can use this data to market ourselves and make our products better. Data grows every day.

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AI machine learning: the future of innovation, automation, and intelligence

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