The 10 principles to build an AI Company Capital:
1. This is the biggest opportunity since the internet. Bigger than cloud. Faster than mobile.
2. AI isn’t one market — it’s eating all markets. Software, services, labor, infrastructure.
3. The value is in the application
There are 284 billionaires in India but over half of them come from one single state!! 🇮🇳
(yes, this is true, 1 single community contributes more to India’s GDP than most sectors combined)
I’m talking about the Gujaratis.
They are just 5% of the population, but contribute over
Still judging risk by the single worst drawdown?
📉 It’s only one outcome.
🔧 Back-tests can tweak it away.
A 25 % max-DD won’t save you from a 50 % crash.
Do this instead:
✅ Run Monte Carlo paths.
✅ Track volatility and tail stats (expected shortfall, ruin odds).
Example:
All my friends in SF (18 - 28) are working 80hr a week trynna retire their parents and all my friend in Delhi, Bengaluru, Mumbai, Jaipur, Kolkata (18 - 28) are partying 80hrs a week crashing their dads cars
I dont think a big global co. is gonna come out of India tbh
Everyone wants to be early.
Early at a startup.
Early to a trend.
Early to AI.
But no one talks about what being early actually looks like:
• No instructions
• No social proof
• No market map
• Just instinct, curiosity, and a ton of failure
Early doesn’t feel cool.
It
Hiring rn feels so much like a lottery draw for both the company and the candidates.
There has to be a better way to cut through the BS and get the signal from the noise.
gradient descent is a great decision making framework with AGI coming.
the key principles is as such.
stochastic gradient descent guarantees results even under uncertain conditions.
it does this by having each step build upon the other in roughly the direction of the bottom
i don’t think you understand
you train a small model on scikit-learn
it gets 80% accuracy
you fine-tune a huggingface transformer
it gets 90% accuracy
you build a custom data pipeline
it gets 93% accuracy
you ensemble three models with voting
it gets 95% accuracy
you throw in