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What's On My Mind: Equality, turbulence, and data

A weekly conversation on some topics that were on @HT_ED's mind. ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 

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Saturday, 19 July 2025
Good morning!

… But some are more equal than others

There are parts of India that are pretty much like the richest enclaves in the US or Singapore (minus the garbage, as ubiquitous outside $8-10 million dollar apartments in Gurugram as it outside a slum in Old Gurugram; but that’s another story), and, at the other end of a really broad spectrum, there are those that would fit in well in the poorest parts of sub-Saharan Africa.

Such variance isn’t unique to India — it is true for almost all countries in the world, from the richest to the poorest. I’ve written about it before, as have others, including the good folks at Venture Capital firm Blume in their Indus Valley annual report (our columnist Charles Assisi wrote about their latest report some time back).

For those who like things to be laid out in black and white: there are many Indias; these are present across various levels of the income curve, but they could well be arranged in various temporal zones (some parts of India are in the 21st century; some others have just entered the 20th; and still others…).

When I was very young, I remember watching a documentary on TV titled Indus Valley To Indira Gandhi — but not that young to miss the insignificance of it being renamed Where Centuries Coexist post 1977 (it reverted to its original title a few years later). But centuries do co-exist in India.

Again, this isn’t unique to India.

What makes it significant is size, population, and diversity. As I have written previously , by the time India is a middle income country, and likely much sooner (perhaps a decade before), India will definitely have a population as large as Germany’s with a per capita income to match (or exceed) that country’s.

But it also has a large number of poor people; I’m glad the government has now stopped talking about the 800 million people they kept from going hungry during the pandemic by supplying them with free food because this immediately suggests that there are at least 800 million poor people in India (and yes, I have heard the argument about how, with food taken care of, these people used their money on discretionary purchases such as cosmetics).

As the latest debate about inequality (and equality) rages, this is the diversity that everyone would do well to keep in mind.

HT’s columnist Monika Halan pointed to two facts that will be hard to counter : One, India has come a long way over the past two decades; two, the country has managed to find (with at least some level of success), a balance between growth and redistribution.

Economists Soumya Kanti Ghosh and Falguni Sinha explained that welfare schemes actually boost consumption — which is true — and that in terms of consumption equality, and the universally applied multiplier to convert consumption inequality into income inequality, India actually fares better than countries such as the US and the UK.

But as my colleagues in HT’s data journalism team pointed out last year, there are variations within consumption inequality itself : onions are the most equally consumed items and air tickets, the least; and while the Gini co-efficient of consumption for food is 0.24 in rural areas, that for consumer durables is 0.44 (urban inequality is marginally higher for both).

Interestingly, last year, around the same time, there was another big debate around inequality — like this year, prompted by another report on inequality in India. My colleague Roshan Kishore argued in a provocative column at that time that inequality wasn’t really a political issue .

Turbulence

It wasn’t the inequality report that generated the most heat over the past week, though. It was the Aircraft Accident Investigation Bureau’s (AAIB) preliminary report into the crash of AI 171.

In an unsigned report that AAIB later insisted was about the “what”, and presumably not the “why”, the agency identified the cause of the accident as fuel switches being moved to cutoff position shortly after take-off, forcing the engines to power down. The report suggested there was nothing wrong with the aircraft or the engine — all but clearing Boeing and GE — but paraphrased an exchange between the pilots to, again, suggest that one of them moved the switches to cut-off position.

Four days after the report was published, The Wall Street Journal , citing anonymous sources, said the commander (captain) of the aircraft was the person who moved the switches to cut-off position.

India was quick to rubbish the report , but the damage has been done.

On Friday, Reuters followed up with a similar report citing someone briefed on US officials’ assessment of the evidence. It is clear that US NTSB members who were involved in providing technical assistance to AAIB are the source of this leak.

Pilots are convenient scapegoats, and as our columnist Anjuli Bhargava writes, we simply do not know enough to blame them. There is also enough to suggest that the pilot(s) may not have been responsible for moving the fuel switches.

But as both that article, and an editorial in Hindustan Times says, the only solution is for AAIB to be more transparent and share what it knows, what it doesn’t, and what it is exploring.

The AAIB report, as well as a series of minor and major snafus involving army brass speaking about Operation Sindoor have clearly demonstrated that while devices may have made communication easier, we haven’t gotten any better at it.

As for the AI 171 crash, we are just a step away from ascribing motives to the captain.

     

Data from dreams

One of the other media stories on the crash report spoke of how pilots in a modern aircraft are surrounded by data capturing devices including microphones, and how a recording of the sounds could well be able to pinpoint who turned the switches off, if indeed a pilot did so. Data (which we willingly agree to share when we say “I agree” with careless insouciance to terms-of-use agreements) makes it possible to do this, or just about anything else.

In Laila Lalami’s The Dream Hotel , a woman is detained because her dreams (as mapped and shared by an app she installed to help her sleep better) upped her risk score, highlighting the possibility that she could commit a crime. As she told HT Wknd in an interview , “That’s what makes the book such an unsettling experience. It de-familiarises things you can see happening around you. It makes you think through the dangers of what is happening and what might yet happen. And hopefully it also gives you hope that there are ways to resist the system.”

How?

Lalami has an answer for that too: “We can choose what we do with our time, money and attention. We can choose to uninstall, for example, Instagram or Facebook. We are also citizens. We can choose to join with others on a particular cause.

We don’t always use the powers that we have. There are a lot of people working to make the world a better place, and we can add our power to theirs and help.”

Floating like a butterfly

The new documentary (actually not so new anymore; it came out February) on Led Zeppelin, Becoming Led Zeppelin lands on Netflix over the weekend, and is worth watching for the music alone. In their 12-year long career, Led Zeppelin released nine studio albums, of which seven are classics. This week, I have been listening to Live at the Greek by Jimmy Page and the Black Crowes, the recording of a concert that happened 25 years ago . Many of us who listen to music know Led Zeppelin was a great band; this album shows that The Black Crowes were an under-appreciated one.

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Till next week. Send in your bouquets and brickbats to sukumar.ranganathan@hindustantimes.com

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