Vol. II · No. 259
Established 2025

smallweb

Wednesday, September 16, 2026
174 writers in the library
Life · 1 shelves
Life

Pertinent Observations.

Karthik S on startups, meditation, job hunting, and personal reflections.

Recent essays

30 of 54

I’ve started an AI-drafted blog

This one is about Bangalore weather

Interpersonal important and urgent work

At a society and organisation level we’ve come to prioritise urgent work over important work. Which makes it incredibly hard to do well on important but not urgent work

Totes not adorbs

I found India-made tote bags impossible to use, since their handles are way too short. No such issues with foreign totes

Cat-monkey, and LLM work

One prompt takes too long to get answered, and so you give another prompt in another project. Now that takes too long, and soon you’re not sleeping!

Why LLMs mean you need fewer people

There is much greater returns to “intrapersonal vertical integration” now. A lot of the old specialisations and silos will go away since they make LLM-driven programming inefficient

Tukey and Data Exploration

Having learnt it the hard way recently, one thing I'm NOT going to outsource to AI is data exploration. And this is based on an idea from a 1977 book by John Tukey!

The slippery slope of avoiding AI-like writing

People will continue to remove "AI tells" from their writing. AI models will evolve to "write less like AI". New AI quirks appear, which people will distance from. And the cycle goes on...

How LLMs help me think better

They remind me of old (documented) thoughts, and can sometimes develop surprisingly good connections between them

Claude helped me buy coffee

In all my experiments I kept buying suboptimal coffee, so got Claude to build a recommendation system to help me shop better

Abundance and attention

With AI, it is easy to be abundant in your production, but the user's attention is still limited. So the creator's job is to curate, and direct the user on where to pay attention

Open source is a flex

I bring together Thinking Machines (the AI company), Databricks and Taaza Thindi (a South Bangalore restaurant) to talk about how open source can be a massive flex.

Speed of thought and mode of communication

How you choose to write - with pen on paper, or on a computer, or use a scribe, or use voice typing - depends on your speed of thought generation for whatever you're looking to write.

LLMs, Brahma, and one-way doors

Maybe because they are so verbose, only LLMs can read LLM-authored documents or code

Why GLP-1 drugs have a traction problem in India

Indians look down on "taking the easy way out" which is exactly what GLP-1s are seen as. And they are also "artificial, Western innovations", which doesn't help

Human context rot

What I used to call "Bayesian recognition" is, I realise, a special case of "human context rot". And we can use our understanding of LLMs to understand our own thinking better!

Ernest Hemingway, Ganesha and Stud Work

Heminway's way of working - where you know at the end of a workday precisely what you'll work on the next morning - can be an antidote to doing too much fighter work. But then there is Ganesha!

Making data tell the story

In 2 weeks' time, I'm doing a workshop on making awesome visualisations using LLM. Here is a nice quick exmaple

Avatars of Vishnu

People say children are like an avatar of Vishnu. Among all avatars, the best candidate is Parashurama. Read on to know why.

Consultants and Employees

Employees and consultants are wired differently. Employees excel at BAU work, while consultants always work "on the edge" (transforming stuff). Most people are wired for exactly one of these

Does Liverpool FC have a data science problem?

Data science team succession is tricky when the models are used for a small number of high-stakes decisions. Did Liverpool get this wrong post Ian Graham?

Takshashila Skills

The Takshashila Institution has made public a whole bunch of skills, based on their public policy research and writing over the years. I take a few for a spin.

Credit and responsibility for AI creations

What makes AI art art? When does AI become a tool in the hand of the artist, and not the creator itself? The answer lies in "one touch"!

I know why the Imam fainted

Imam Pasand is very dense in sugars, and relatively low on fibre and water, and so it can give you a really massive sugar spike. It is no doubt sweet and tasty!

Rats and races

A very belated realisation that running a funded startup can quickly become a rat race!

Vocal for local

There was a Project I wanted to work on using both ChatGPT and Claude. My "elegant" solution has been to keep the files on my computer, and use Claude Code and Codex instead!

Biceps and Goodhart's Law

Biceps have come to represent strength since they are the only part of the male body that can become muscular, and where such muscle can be shown off while wearing "polite clothing"!

Football Elo revisited

Revisiting football club elo data to analyse the current state of top English clubs.

Learning styles

A curious thing about how I learn - whenever the first step of something comes to me easily, I find it really hard to learn. When I grind through initially, later on I ramp up really well`

Food 2x2s

Think of food in terms of 2 axes - good and bad for health, and enjoyable or not. Just cut the "bad for health and not enjoyable" quadrant (in my case that has a lot of density).

Back to school for a panel

I was at IIMB for a panel discussion today. Some pertinent observations both from the panel and my visit to campus.