About Thinking Out Loud

The author

Sanjay Ravichandran writes here about the systems that shape how we live: how economies allocate, how finance prices risk, how cities are built and governed, and how social arrangements hold or fray. The aim is the same in every piece — diagnose a problem, analyse it with evidence, and end with a clear view of what should change.

How this blog is made

I write with help from AI, and I think you should know exactly how. A mostly-autonomous pipeline does the tireless, unglamorous work — retrieving and organising sources, clustering themes, and drafting — while I make every judgement that matters. AI widens the aperture; it does not get the byline’s authority for free.

The work passes three human checkpoints before it reaches you:

1. Topic. Nothing is researched until I approve the question. Proposed topics are critiqued for whether there is a real, arguable thesis — and I accept, sharpen, or reject each one.
2. Research. The synthesis of sources — including where they disagree — is reviewed before any drafting begins. If the evidence is thin, the piece waits.
3. Draft. Every draft is checked for unsupported claims and broken citations, and then I read and edit it myself. The final word, and the responsibility for it, is mine.

Posts carry a quiet note when they were produced this way. The method is meant to make the writing more rigorous and better-sourced — never to put distance between me and what is published under my name. Where I am uncertain, I say so; where sources conflict, I show the conflict.