SD.🧉
2.5K posts

SD.🧉
@particletheoryy
bullish on AI and humanity. machine learning. football.




Today we’re introducing a new Legal Agent in @Microsoft Word, built to support the precision and rigor legal work demands. Every clause matters. Every redline tells a story. That’s why this agent was built to follow the structured workflows lawyers use while keeping them fully in control. Early in my career, I asked for a computer on my desk because I believed technology could change how lawyers work. It did. Today, I believe this next generation of tools will do the same, grounded in trust and responsible use.

An appreciation post! This is Pandey. Throughout all of our filming in the sweltering heat over the last 10 days, he always made sure we were hydrated. I love you buddy! And, thank you so much! 🩷



Itna number lane ke baad bhi oracle? Isse achha ragebait hi kar leta

Biology will soon be an engineering subdomain





should i make a thread of random pics i clicked from my us trip

bro i applied for a job as a joke and i am shortlisted😭😭😭😭 WISH ME LUCK!!!



His name was Saurabh Kumar Ladda. He was 25 years old. Chemical Engineering from IIT Madras. MBA from IIM Calcutta. CFA Level 1 certified. He joined McKinsey and Company as a junior analyst in August 2022. On Friday, February 23, 2024, he returned home to his apartment in Wadala, Mumbai, after a work trip to Ahmedabad at 10:30 at night. At 11:15, he jumped from the ninth floor. In his last phone call to his girlfriend, he spoke about the pressure he was facing on his project. Police recorded statements from his flatmates, family, colleagues and seniors. The official police investigation concluded his death was due to pressure at his workplace. He was 25 years old. IIT. IIM. McKinsey. Every milestone India tells its young people to chase. Today is International Labour Day. The day the world stops to ask what we owe the people who work. India has no law that limits working hours for white collar professionals. The Factories Act caps factory workers at 48 hours a week. For salaried office employees, there is no legal ceiling. Saurabh Kumar Ladda is not the first. He will not be the last. Follow for real stories India never makes headlines about.

Jane Street made ~$40B in 2025 with 3,500 employees, a ~2x from the year before. At ~65-70% profit margin, that's $8M profit / employee, the highest for a 1000+ ppl company. High-frequency trading continues to be the most efficient money making engine. I want to share an old story about my Jane Street interview in 2014. Jane Street was known for hiring a lot of math, physics and CS olympiad winners from top universities and putting them through many rounds - including, for trading roles, a gauntlet of mental math. It was my 6th interview and my final round and I recall being asked "What is the next day after today in DD/MM/YYYY where all the digits are unique?" They'd toy with you and say "You can use a pencil and paper, if you want" but you knew that was an instant no. Painstakingly and as quickly as I could, I came to an answer. "How confident are you that this is correct on a 0-1 probability scale?" the interviewer said. "0.95", I blurted out, not fully knowing how to answer that. "Are you sure?" After thinking harder for a few more seconds, I realized I could've flipped the digits around to get a closer date. I gave the interviewer my answer. It was correct. "0.95 huh?" he chuckled. That's when I knew I failed. Note: fwiw, other companies that come close in efficiency are - Tether ($90M+ profit/emp) - Hyperliquid ($80M+ profit/emp) and on revenue: - Valve ($50M/emp) - OnlyFans ($37M/emp) - Craigslist ($14M/emp) - Anthropic ($12M/emp, run rate) - OpenAI ($8M/emp, run rate) For comparison, Nvidia is very efficient at scale and is $4.4M/emp.




Why do vegetarians flaunt all these like a medal. You are not doing any service to others. I respect your food choices, but not if you show it off to take moral high ground.



Open letter to Indians in America. -- Dear brothers and sisters from Bharat: Like I did 37 years ago, you arrived in America with no money but with a good education and cultural heritage from Bharat. You achieved outstanding success. America was good to us. For that we must remain grateful - gratitude is our Bharatiya way. Yet today, a significant number of Americans, may be not the majority but not too far from it either, believe that Indians "take away" American jobs and our success in America was unfairly earned. You may think the next election will fix this, but your choice would be between people who hate our Bharatiya civilisation and people who hate civilisation itself. That is the "hard right" vs "woke left" battle. You are mere bystanders to that conflict. Meanwhile there is one thing that is true now and will be true in the future: the respect Indians command world-wide will substantially depend on the fortunes of India herself. If India remains poor, the woke left will give us moral lectures with pity and the hard right, different moral lectures with scorn ("hellhole") and we must not confuse either with respect. Respect in today's world, along with prosperity and security, comes from one source: a nation's technological prowess. India produces sufficient brain power to achieve that prowess but alas we exported so much of that talent, particularly to America. As we develop that prowess in India, our civilisational strength will assert itself. As difficult as it is for many of you to contemplate this, please come back home. Bharat Mata needs your talent. Our vast youthful population needs the technology leadership you gained over the years to guide them towards prosperity. Let's do it with a missionary zeal. Respectfully Sridhar Vembu




