Tuesday, 5 May 2026

Are we in a state of emergency as a society?



S and I often respond with a pause to a certain sound & sight on the roads of Delhi or elsewhere. The sound of the siren and the flashing lights of an ambulance. S immediately says a silent prayer sending wishes towards the person concerned. My first reaction as a driver is usually of attention and looking at my mirror(s) to ascertain the exact position of the ambulance. I must admit the siren does achieve the purpose it was meant to have been their in the first place - get the attention of the other drivers on the road and get them to make way for the ambulance. 

I find now that I get too distracted, disturbed and almost irritated by the sound of the ambulance and the sight of the flashing lights around me. It is primarily because of the way I see other fellow drivers and traffic respond to the presence of the ambulance on the road - indifference or worse, opportunity. The noise persists for quite some time and one feels that one is in that state of alertness for prolonged period while trying to concentrate on driving. 

I have seen ambulances struggle to find a way to navigate their way along the traffic lanes which sadly no one follows in our cities. They struggle to speed past other vehicles to save the precious seconds and minutes called the "golden hour" and reach the hospital where the paramedics and doctors can try to save the life of the patient. It's really sad to see them stuck with you and one can't help but think of the contrast. While most people on the road are on they way to their everyday jobs, or some errand or even a leisurely visit to friends and family, it is truly a matter of life and death for the person in the ambulance and his/her family. 

What appalls me to see sometimes is the stubborn refusal to acknowledge this situation of the "other" person and try to do the basic minimum - make way ! Put your indicators and move to another lane. I have seen the ambulance drivers struggle to move across the lanes to find the slightest scope of moving ahead of other cars and swivel in a zig-zag manner. It should be the other way around. We should make way for the ambulance. It is truly a wonder that we don't force these ambulances to cause more accidents on road. 

If at all the ambulance finds a way to go past others or a traffic signal, one also witnesses the most opportunistic behaviour which some drivers - cars and bikers alike, tag right behind the ambulance to speed ahead of the traffic. I don't feel envious of them because these guys got to go to wherever they were planning to go and do whatever they wanted to do. I feel bad and almost sad at the state of affairs as a society. Where is the sense of any empathy or sympathy ? What about common sense? How can we be so blinded by our own sense of importance of our life, activities and priorities that we ignore this.    

Tuesday, 28 April 2026

AI my Brain !!

I must confess here, I am (still!) one of the nay-sayers of AI and self-styled Don Quixote who with his pen and penchant for nature wishes to ride towards the windmills of data-centres that power AI and big tech and claim a chivalrous, romantic fight (or flight). 

I have, on certain occasions, used AI to correct, edit what I write and generate some images for me. I might learn some new AI tools as I see my colleagues use them and finish the work that used to take us a few days or weeks in minutes. However, my Quixotic refusal to get swayed away by AI as the panacea for all troubles, including the even more quixotic claims that they can solve some of the most pressing global problems such as hunger, extreme poverty and climate change puts me in a small minority. 

In particular, when it comes to my own sector, education and learning of young children, I am not too sure if it’s helping or hindering or transforming the already fragile process of learning! Sometime back I wrote and presented a paper on how digital technologies (including AI) are needed for an outcome-oriented education system, where I discussed their need and use-cases (a favorite term of all tech-enthusiasts!) for at least four areas - tech4governance, tech4teaching, tech4assessments and tech4learning. I stand by my view that the potential of technology is largely under-utilised in our country and it could certainly improve things. I see tons and tons of data collected on paper (registers, forms), (whatever sounds big) bytes and bytes of data collected but scarcely used well. We can keep blaming capacity, capability, scale or anything till the cows come back home but, the problem is we invest huge sums of money and thousands of hours of human effort to collect & store the data - it’s comes at an opportunity cost, of spending that in teaching-learning process for teachers & school leaders. If AI, new digital technologies can solve that: I will be a big cheerleader and welcome the same. 

But, when it comes to the process of young minds interacting with technology without, I have some discomfort with that. Mostly for three reasons,

  1. Most of these products are designed in a way that they are addictive 

  2. The child does not have the full understanding of the nature of the engagement, pros-cons and consequences of the engagement with the product/technology 

  3. Even we do not know the adverse impacts fully well or we do not know them yet 


I will share some news and briefs that I came across recently about all these three concerns. 

Recently, there was a case in an US court where the parents of a child sued the company meta saying that their daughter was using the app(s) for 16+ hours a day. While meta argued (as one can imagine) that there is a consent, age etc. etc. one of the major reasons that the parents cited was that the algorithms and product were designed in a manner that they increase the engagement time almost to the point of addiction. All of us know this from personal experience too. Take a look at your screen time data and it reflects nothing but helpless succumbing to a habit of doomscrolling, digital engagement, notifications and alerts. The courts actually gave a verdict in favour of the family. 

Children are different from adults. Hence, while sale of cigarettes, tobacco, alcohol etc. is allowed after a certain age, they are prohibited for children. I am not comparing these “substances” with technology which has many wonderful uses but I am making the case for guided supervision and use. 

Finally, even medical science is realising through evidence and data the impact of recent technologies such as AI on our mind. Particularly on our memory and other cognitive functions. In many ways, AI uses some of the key characteristics of our brain against the brain itself. We are creatures of habit and our brains love grooves of patterns so that we take less and less effort to do something. So, making a good prompt for AI and getting the answer will almost be natural after repeated use. It could do the long-boring stuff, it could do the hard-stuff, it could do the creative stuff and it could talk and almost impersonate a human. So why not! 

Well, all of it comes at cost, more than just the subscription fees we pay. It’s our own mind and us. We have all been listening to how in social media and other platforms, the product is our time, and our attention, which is milked by the big tech companies. Similarly, the more and more we share prompts, feed data, “train the models” - the AI will get smarter, which could be good but the risk is are we getting dumber? 

Any muscle not used gets weaker and weaker, the same is true of mind and even more so. Like Short to long-term memory loss and even dementia. 

Many researchers believe that to be the case, calling it almost a “cognitive surrender”. Please check this out. 

https://www.bbc.com/future/article/20260417-ai-chatbots-could-be-making-you-stupider

Finally to end this, sharing a small real incident. The other day I was on a call with one of my colleagues, when I heard his young son, all of two come and make some demand or complaint. I was keen to know what the commotion was all about. My colleague explained that apparently the ipad that he was using wasn’t working and his way of explaining the situation was “ mera dimaag kharap ho gaya!”. (brain isn’t working) My colleague then added, that his son refers to laptops, ipads as “dimaag” !

Take that in ! 


Sunday, 8 March 2026

Data for Democracy

We shall delve into the matter of collection, storage and use of data or information in a democratic manner or in a democratic society. We shall limit that into data in the world of school education and the development sector. 

I was reading a book by Yuval Noah Harrari where he refers to certain fundamental principles of democracies that must be respected and followed in the digital age for democracies to survive and flourish! Even a small ray of optimism in these trying times is welcome.

I could not find the source of these principles, and even Yuval refers to them as universal, open, known for millenia kind of principles. He articulates these simple and almost spiritual sounding principles and juxtaposes them against AI (what else you expect in these times in a book called Nexus!). He details how these principles must be honoured and offers a few solutions as well.  

Now, let’s talk about them in the context of school education in general and that of India in particular.  


Benovolence: The first principle has to be that the data or information, so painstakingly collected, managed, analysed, visualised and presented has to help the person from (or about) whom the data is being collected. Yuval gives a simple example of our physician collecting information from us with the primary motive of healing us. Schools are almost invariably the primary source of all data that we later see analysed and presented at different levels related to access and quality of school education. School information systems such as the U-DISE+ collect information on almost all aspects of schools - enrollment, teachers, physical resources, funds and other details. The principle of benevolence is met only when the information collected is not just for reporting and statistical publication but also as a planning and resourcing tool. So, when use of U-DISE data was mandated for SSA, RMSA and later SmSA planning and budgeting exercise, the schools understood that reporting of accurate data ensures that  adequate resources in form of additional classrooms, toilets, drinking water facility, boundary walls, labs, assistive devices for CwSN etc. could be provisioned for the school subject to availability of budget. While the planning, budgeting and resourcing is a long process from school to block to district and further to state and centre, it starts from the schools providing timely and accurate data with an expectation that it will benefit from the process.  

Extending the argument to learning data, we must keep this in mind that all information collected on learning of children must come back to benefit & help the child ultimately! 


Decentalisation: There is a great temptation of centralised systems and structures. The design is usually neat, efficient, has to be understood once, allows for control and correction at one place etc. The cons predictably are extreme dependence on the central system and architecture and privacy concerns. But, the larger concern is that of the central system being the only source of data or truth and then it being subject to manipulation. No information system is infallible and each would have its own incentives and disincentives to report data in a way that suits their narrative. 

I loved this line “for the survival of democracy, some inefficiency is a feature, not a bug”. Having multiple databases and information channels (government, courts, media, academia, private, NGOs) are essential to have self-correcting mechanisms where they balance each other out and act as almost fact-checks. 

Starting from a child, who often asks his elder sibling to sign the report card if not happy with the results to private schools and their ways of reporting fees and expenses to the government schools, under and over-reporting resources and performance respectively, each have their own reasons to report data that suits them. Hence, multiple reporting of the same data, say learning levels of children is not a bad thing! We must welcome government, private and community assessing and reporting data about their children. 


Mutuality or mutual accountability: This principle is easy to understand but hard to implement in the hierarchical world that we live in. Put simply, there should be flow of information both ways and not just bottom to top. Accountability, similarly, should also be a two way street. 

In our context, if a school has provided information on the number of children accurately it has the right to demand that the basic entitlements such as textbooks, uniforms and mid-day-meals it receives are adequate and timely. 

To extend this to learning, the “long route of accountability” that RISE study refers to starts with the citizen electing a government and holding them accountable for quality education of their children, the government then has an extensive system of ministry, education department and frontline workers such as teachers who are engaged by the government to ensure this promise of learning is met back to the parent-citizen. 


Change and rest: Yuval goes on to articulate that any  democratic data system or government for that matter should allow both - the opportunity to change and the option of rest. He elucidates the necessity of the first concept by taking an example of a system that doesn’t allow humans the option to change by any means - of action or opportunity such as the Hindu caste system. While several hundred years ago, the caste system was tightly coupled to the occupation and was even more binding, even today, the caste of the Hindu person can not change. Any democratic society must allow the citizens the opportunity to change and for that provide data, information and if needed, appropriate resources to do so. That is the basis of the social and political contract that defines a democratic rule.

At the other end of the spectrum, there have been sovereigns and heads of government that consider their citizens as mere clay toys that they can mould and change as they wish and as many times as they wish. Such absolute denial of the agency of the individual and participation has been met with strong individual and collective protest leading to violent revolutions across geographies and at different points of time in history. 

There has to be a balance between the amount of data and information needed for the basic (and the first here) principle of benevolence which the state and the citizen agree using principles of mutuality (second principle here) to bring about the desired change. Democracies and systems evolve and there might be a need to change the existing norms and practices but yet again the same principles should be applied. 

There is another beautiful line from the book that would sum this write up and my feelings “human life is a balance act between endeavouring to improve ourselves and accepting who we are”.