Battle of Artificial Intelligence (AI) Models in India. Something interesting has unfolded. No major news outlets or analytical firms used AI predictions for Bihar election outcomes. The NDA won 201 seats against…
Category: Finance
A Study of The Put-Call Dispersion Index or PCR.
The Put-Call Dispersion Index as a Primer on Seller-Driven Risk Appetite: A Paradigmatic Reconceptualization (Put Call Ratio Analysis) Abstract This paper introduces a novel interpretive framework for the Put-Call Dispersion Index (PCDI)…
India’s USD settlement without USA’s SWIFT
GIFT City’s Dollar Settlement System SWIFT alternative in India: On October 7, 2025, India launched real-time USD settlement at GIFT City. The system cuts transaction times from hours to seconds for dollar…
Tendency of Economic Experts to be Economical with Truth
Why Economic Experts Keep Telling You Half the Story? Let me tell you about a problem that’s been bothering me for a while now. It’s about how we talk about economics in…
Mefo Bills and the activities of the Dummy Corporation.
A Satire on Mefo Bills Mefo papers, more commonly known as Mefo bills, were a type of six-month promissory note created by Nazi Germany in the 1930s to covertly finance its rearmament…
FII and FPI are on a selling spree in Stock Market in India
The FII Self-Destruction Foreign Institutional Investors (FIIs) and Foreign Portfolio Investors (FPIs) have been on a notable selling spree in the Indian stock market in 2025. Total foreign investor (FII + FPI)…
Managing life with Strategic and Tactical decisions.
Strategic and Tactical Decisions: Building a Secure Financial Future Have you ever felt trapped in a cycle of financial stress, tackling one bill only to face another? Just as military generals plan…
Rupees, the India’s Currency is powerful not weak.
The Paradox of the “Poor” Currency A Strategic Lever for Self-Reliance When outsiders observe the Indian Rupee’s nominal exchange rate against the US Dollar, often hovering around ₹86-87 per USD as of…
USA Economy and solution for its revival
How USA Can Get Rid of Its Debt Without Crashing Its Economy? The United States (USA) currently faces an unprecedented fiscal challenge. The national debt of USA has has soared to historic…
US dollars, Bitcoin and Crypto Currencies?
Is the USA Abandoning the Dollar by Embracing Bitcoin? Officially, the US government is not replacing the US dollar with Bitcoin as its national currency. The dollar remains the official currency of…
How Britain robbed ten percent of India’s GDP in 1947?
The Complex Story of Britain’s Unpaid Wartime Debt to India: A Burden Equal to 10% of India’s GDP in 1947 The financial legacy of British colonialism left India with enormous economic ruin…
Why big businesses fail and could not foresee it?
Downhill & Uphill: The Arc of Big Businesses Collapse and Courage 1. The Illusion of Permanence We rarely believe that giants can fall. A platform we use daily, a device we depend…
How to deal or transact with wealthy people?
How “Others” Should Deal with Wealthy People? They are the rich and we the rest are “others”. The transactional nature and potential lack of empathy in wealthy people (especially in the “neo…
Not all Rich People would become Billionaires.
Billionaires Versus Wealthy: The different lifestyle and social behaviour. It’s crucial to distinguish between these two groups, as their journeys to wealth profoundly shape their mindsets and social behaviors. Let’s articulate both…
SEBI Curbing Stock Exchange “injection spike” fraud.
Making money from injection spike in Stock Exchange. Injection spike on expiry day in stock exchanges has been a matter of concern. The recent interim order by the Securities and Exchange Board…
What is the difference between established rich and neo rich people?
Old Money vs. New Money: A Tale of Two Billionaires Rich people are different. They have the money. It’s often said that money changes people — but what if the kind of…