We cover:

-Sell side vs. buy side: how each looks at quarterly results differently

-Should long-term investors even care about quarterly results?

-How to spot when management isn't telling the full truth — using numbers

-Cyclical vs. structural changes and why it matters for your thesis

-How to read sector trends across multiple companies

-Why "observations" aren't enough — the shift from observation to analysis

-How AI is changing the research process

-Whether you're an investor, a business professional, or just someone trying to stay on top of the Indian economy, this one's worth your time


Timestamp: 

0:00 Introduction

2:52 Sell side vs buy side explained

6:34 Should long-term investors track quarterly results?

10:29 Cyclical vs structural stories

19:56 Buy-side process during earnings season

31:08 How earnings & valuation drive decisions

35:44 Catching management inconsistencies

57:45 One-time vs cyclical vs structural framework

1:08:44 Why everyone should read quarterly results

1:15:08 What journalists miss, what analysts overdo

1:22:12 How AI is changing research

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