Instead of watching 1-hour of Netflix tonight, watch this lecture from ex-Google Chief Scientist Jeff Dean.
It's the clearest explanation I've seen of the full AI engineering stack - from building LLMs from scratch all the way to one human coordinating 100 agents.
Useful whether you've never touched a model or you've been shipping agent systems every day fo years.
Bookmark it and watch the whole thing this weekend.
It might end up being the most valuable thing you learn all week.
Wall Street charges $500,000 for probability. an IIT professor put the real thing on YouTube for nothing over a decade ago.
160,000 people watched him define a coin flip properly. almost none of them ever traded on it.
his subject is the axioms under every bet. what a probability actually is, before you dare size a position on it. every quant in 2026 is standing on this, most just skipped the lecture.
Jagannathan teaches this to the IIT engineers who end up on the desks. no upsell, no thumbnail. the foundation of your whole post sits there with fewer views than a phone review.
skip to where he refuses to hand-wave. he builds "the chance of heads" from the ground up, slow, rigorous, the way the people who keep the money were taught.
no ticker. no hype. one chalkboard and the axioms.
a quant I know says half his desk learned probability from this exact free course, not from their finance degree.
you are a decade late. it is still free.
The very first lesson I was taught at my fund before building quant systems professionally was not math, not coding, not execution. It was Poker.
A $500 billion hedge fund does the exact same thing with every trader they hire.
If you do not know why, you are already a lot behind.
Every salesperson worth their salt should read this.
We’ve tried the spray and pray. NO DICE. It hurts your rep.
We’re learning that the only way to reach our ICP is to truly show we understand them in our messaging.
That’s how we are booking meetings right now.
Great post.
"RIMC Dehradun"
In an exceptional display of results, RIMC cadets took the top AIR of NDA Entrance exams 2025. Five cadets were placed in the top 10 ranks and 17 more were closely following up.
Lt Gen Devendra Sharma, PVSM, AVSM, SM , GOC-in-C ARTRAC acknowledged and felicitated their achievements and hard work, conveyed on his behalf by Comdt RIMC.
Instagram- https://t.co/JipAnTLLjs
Facebook- https://t.co/5kkSqZRa29
#RIMC
#ARTRAC
#IndianArmy
@adgpi
⚠️ Consumer Awareness Alert ⚠️ (1/2)
When buying car insurance, always verify final IDV on your policy matches what you paid for. I purchased a Tata AIG policy via @Policybazaar with IDV ₹7,49,503, paying a premium accordingly ( continued )
⚠�� Consumer Awareness Alert ⚠️ (2/2)
but received a policy showing a much LOWER IDV of ₹5,98,522 without my consent.
This kind of unauthorized change affects your coverage and claims. Always review your policy documents carefully and demand corrections immediately
Saw a guy on Reddit build an app that compares prices across Blinkit, Zepto, BigBasket etc
No AI, no blockchain
Just a damn useful tool
These are the kind of problems worth solving
Not everything has to be deep tech some just need common sense + execution
Indian National Army (INA) veteran R Madhavan Pillai pays tributes at National War Memorial to mark his 100th birthday.
INA was founded by Netaji Subhashchabdra Bose to fight Britishers.