Media Painting Wrong Picture of Bihar

In recent discussions with a friend who being a die hard Laloo and RJD supporter came up with a claim that crime have gone down in Bihar since the government came into power. I doubted his claim, for this he pulled out some articles which were a mockery of data analysis.

http://www.dailyo.in/politics/lalu-prasad-nitish-kumar-bihar-jungle-raj-narendra-modi-amit-shah-mahagathbandhan/story/1/8722.html

The author of this article is comparing 6 months of data to 2 months of data. Which is wrong. Moreover, the swearing in ceremony was on 20th November, so I am not sure how can this month be included in the average.

Moreover crime rate is very seasonal so the month to month comparison needs to be done or equal amount of months must be taken in analysis. Taking average is skewed for crime.

So I have done the analysis on above principles and found the following:

The crime rate has increase in Bihar since the Government have come to power:

And if i see the seasonal crime rate in Bihar, then following is the anlysis:

Both the analysis has data from Police Department. I seriously wonder whats the state of reporting or how much advertisement fees of DailyO comes from RJD?

Most expensive product on Amazon India By Category

Amazon India today has become the most visited e-commerce site in India. So, I decided to analyze the most expensive products that Amazon India Sells across various category. So lets start. Book worth Rs 53,46,000.00 This is quiet modest. I think its a must in every library! DVD worth Rs 40,045.23 My kids are gonna die uneducated :( A Flip Cover worth Rs 255,255.00 I would get around 40 actual Micromax Juice phone at the same price. A pen worth Rs 1,700,000.00 "No doubt a pen is mightier (worthier) then a sword" Telescope worth Rs 896,000.00 This might actually be a fair price. Should understand technical part of it to comment. Help! Spoons worth Rs 2,183,731.00 I might by a house with a kitchen at the same price. Though each spoon would just cost you mere 33,000. Thats a relief! A Game worth Rs 868,434.00 That might be correct again, with import duty on all. I don't know. MultiGym worth Rs...

Why India Hasn’t Built Its GPT Moment (Yet)

India has the world’s third-largest startup ecosystem, a thriving developer base, and a mobile-first population larger than the US and Europe combined. Yet, no GPT-4. No DeepMind. No Amazon-style platform. Why? Innovation Isn’t Accidental—It’s Engineered The Zerodha Daily Brief recently asked why India hasn’t built a global product company like Apple. The key argument: India isn’t building for the world. It’s solving for local constraints, scale, and affordability—but global scale requires deep IP, design, and tech differentiation. It’s not just about software, it’s about systems thinking. More importantly, it answers the question: Why do countries innovate? The answer isn’t just genius or ambition—it’s incentives and ecosystems. The U.S. Defense Department, for example, accounted for nearly 70% of federal R&D funding during the Cold War. China has pumped billions into semiconductors and AI with long-term national alignment. These aren’t short-term bets—they are strategic, delibe...

From Stubborn to Smart: How I Learned to Use AI as a PM

Listen to the article in podcast format on PM-AI Diaries channel on Spotify! Ever since I published "The Death of the Stubborn PM" back in February, my inbox has been buzzing with one big question: “Okay, I get that AI is the future for product managers—but how do I actually use it?” It’s a fair ask. In that piece, I argued that PMs who resist AI are doomed to fade away, like dinosaurs refusing to evolve. As I wrote, “The stubborn PM who clings to old ways will die out, replaced by those who harness AI’s power while leaning into what makes us human.” Now, people want the playbook. So, let’s walk through it with a story—my own journey of figuring this out, backed by some sharp insights from MIT Sloan’s "When Humans and AI Work Best Together—and When Each Is Better Alone" . The Wake-Up Call Picture me a few months back: a PM buried in work, juggling a dozen tasks, and feeling like there weren’t enough hours in the day. Writing user stories, sketching ideas, track...

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