Chirag Patnaik

SL 6%. RR 1:1. Trail 2:1.

@tugot17 @threadreaderapp

It is also pretty cool to build your own custom PyTorch—all the way down to the backprop methods. :) 20/x

When talking about the GPU utilization, the key metric we want to maximize is so-called occupancy, the ratio of (active warps per SM) / (maximum warps per SM). Occupancy can be limited by a number of factors, such as how many registers each thread in a block occupies, the total amount of shared memory consumed across blocks with an SM, and the shape of the grid that we launch. Ideally we would like to maximize the occupancy as much as possible to utilize the entire compute available. 8/x

@paraschopra Windows will have this built in from next year. Virtual assistant for staying on top of my pending tasks and commitments. Including reminders. This is broad. Specifically, Reminders to prep for meetings Reminders for items due. As committed in meetings by me and others.

I’m prototyping a system that takes a screenshot of my desktop every minute, and then passes it through a local VLM for commentary, in order to make a log for downstream use. What should I try to prompt it with? What downstream applications should I imagine it with?

@manjotbassan @volklub They don't suck at it. They've chosen not to, because the overall societal math does not work out. Toyota did numerous studies on this.

@volklub Main reason is almost all Japanese manufacturers are not good at making EV or they don't want to. Toyota, Honda, Suzuki all suck at this. They are good in hybrids and want to continue selling hybrids. I haven't seen a single good EV from Honda/Toyota/Suzuki globally.

Brands have ganged up against EVs or what? Something is fishy.

@Globalflows 6900-7100 is my number.

For now, I am holding the ES long I laid out here: x.com/Globalflows/st…

What is important in this framework is having the right action. I will be laying this out further in the next macro report here: capitalflowsresearch.com

@bennpeifert Hi Benn, my son is still in school with some inclination towards markets and some aptitude towards math. Any suggestions on where he should get started on this?

Junior derivatives trader interview question: suppose I want to buy July-December forward starting at the money volatility in the S&P 500. How do I construct that exposure using options? How do I dynamically manage that position over time to maintain it?

@osanseviero Something that runs on 16-24GB Mac. Coding models. Or better still multiple coding models weighing in at 4Gb or so.

Feedback requested! What do you want for our next Gemma models? Which sizes should we target and why?

@oldschoolinvest Looks like you don’t understand how compounding works. Change your handle. To something like: Mosque Dancer.

They are jealous because what they couldn’t achieve in 70 years, their rival accomplished in just 10!🤡

@robbezdjian Hello, Can I DM/email you regarding a query?

Benn makes a great point. I was at Goldman when the industry rolled out “Buffered Mandates” like Buffered Beta or Beta + mandates (or other wrappers) structured ‘products’ aimed at UHNW clients. What were they really? Portfolios of structured notes: counterparty IOUs tied to math formulas with no underlying asset—just a promise to pay, assuming the issuer doesn’t default. In plain English: “We’ll give you the S&P 500 return minus ~7% a year… forever… unless we blow up.” Here’s the kicker: these products often don’t require active hedging (the notes are self hedging with no active market). The bank sells the note and buys the index. Voila—a baked-in spread of ~7%. I call them financial products with embedded margin. It’s how Wall Street replaced shrinking commissions, front end fees, with math that always favors the house. Want to beat it? Short the structured note/product/ETF, buy the underlying index. With beta nearly always < 0.25, you can leverage intelligently and still control risk while enhancing returns. Anyone want to see it live? Very easy to do against $jepi, $jepq (not beta but mathematically disadvantaged for buyer). Disclosure: I’m a legally represented SEC whistleblower regarding the structure and marketing of these financial instruments. **If you know any HNWI that’s been sold Buffered anything ask them how their investment has panned out vs the underlying benchmark.

@kingofknowwhere Thanks for sharing Ankit, While I was never in the race, really speaking back then. It's a good reminder to not push my son down this path.

10 years and JEE still haunts me. What people don't understand is, middle class kids like me really don't have many options. Like when I couldn't get into an lIT for my UG, my entire family didn't talk to me for 3 years. Except for maa. Not their mistake. They sacrificed everything for me. Expectations are iminent. 1/ n

@pattaazhy There’s a long list. INC will rip out all stupid things done by santras in no time flat. Some within days of taking power. I’d love to see you howl here. 🥂

Never forget It will take just less than 1 year for INC to destroy hard work of 11 years We owe it to our next generation that these folks never ever come to Power again

@volklub @ev_gyan Context:

@volklub @ev_gyan In the context of personal vehicles, AQI impact is mostly impacted by the act of driving. Not as much as emissions of personal vehicles.

Petrolheads saying “EVs are bad for the environment” …while driving a 12 kmpl SUV in a city with AQI 350. Irony died.

@mynamebedan Saw. And filled.

@naklitechie there is a google form in the replies! just fill that out and we’ll reach out when it’s ready

looking for people who are looking to learn: 1. any math subject 2. programming in any form 3. a language requirements: must be dedicated to their learning and happy to give feedback eureka v2 beta will be landing in about 3 weeks and i need testers. i will sponsor all costs.

@caytlyn_brooke If you are ever in Bombay, we'll host you at our book club. 🥂

No one showed up for my book reading event. I know this happens and I'm trying really hard to keep it together but I feel terrible that the shop stayed open to host me for nothing.

@Livpure_India hello, I've been a customer for 4 plus years. I requested a change in filter. This has been denied citing the 6000 liters rule. Is this correct?

@maticrobots @shaneparrish When are you launching in India?

@shaneparrish Wow, that means a lot. Thank you! We’re just at the beginning of what Matic can do. More to come 🚀

Best product I’ve seen in years @maticrobots. Simply incredible.

@fernandowavesfx We’ll hit 7k before that.

The fact that sp500 alrdy reached 6000 before pullback means the 4000 target in reality now will be more like 2800. 6000-2800 something like this

@sabeer I’m the last one to be jingoistic et a. Yes there is. This is why. Please take a look. chirag.patnaiks.in/2025/03/digita…

In a world where ChatGPT, Gemini, LLaMA, and Claude are racing ahead, was there really a need to build Sarvam—a “sovereign” Indian LLM? This feels more like an emotional, jingoistic decision than a logical one. Innovation shouldn’t be fueled by pride, but by purpose.

@ActusDei hi, you folk had done a story about how UK based funds were better than US Based funds due to estate taxes. Can't find it. Can you please share the link.