Viewing profile — pavelstoev

Paraphrasing Franklin and Churchill, those who trade some security for some convenience may soon find themselves possessed of neither at all.

SFO is one of the nicest and cleanest airports I frequently transit through. I am from Florida.

Yes, for example, if you are a seller on the Shopify Platform. Lookup Shopify SimGym, and Javier Moreno's tech blog about it.

In a dynamically changing environment (from the perspective of Wi-Fi signal), this will be difficult but not impossible with modern applications of ML algorithms. We worked on this…

Am I the only one who finds this suspicious ? About Telnetd “…The vulnerable code was introduced in a 2015 commit and sat undiscovered for nearly 11 years.”

If we think of GenAI models as a compression implementation. Generally, text compresses extremely well. Images and video do not. Yet state-of-the-art text-to-image and text-to-vide…

Not wrong but markdown with English may be the most used DSL, second only to a language itself. Volume over quality.

keyword: "...talks..."

Nokia also makes complex backbone carrier-grade network switches based on the Intellectual Property portfolio they acquired from Nortel.

Much respect for the artist 50 Cent - converted his rap music success into respectable business ventures (Vitamin Water, others). So he is worth much more now!

I've vibe-coded a website about vibe coding websites. I used GPT-5 and it inserted an easter egg that was found by a human front-end dev, to my amusement. Easter eggs must be in-di…

It was my first engineering job, calibrating those inductive loops and circuit boards on I-93, just north of Boston's downtown area. Here is the photo from 2006. https://postimg.cc…

Here is a link to a video of what it looks like (estimated) in video. We built this system at the UofT WIRLab back in 2018-19 https://youtu.be/lTOUBUhC0Cg And link to paper https:/…

When I think about serving large-scale LLM inference (like ChatGPT), I see it a lot like high-speed web serving — there are layers to it, much like in the OSI model. 1. Physical/Ha…

I vibe coded a site about vibe 2 code projects. https://builtwithvibe.com/

Hi Author - thank you very much for the clear and relatively easy-to-understand MPK overview. Could you please also comment on the similarity of your project to Hidet https://pytor…

This story is dear to my heart. Let me tell you why - this is the tale of how my wife of 15 years, bless her heart, an occasional unstable genius, proposed a startlingly effective …

GPU sharing is a concern for sensitive data. It is more appropriate to increase the utilization rate of GPU chip internals via a variety of low-level (CUDA and below) optimizations…

Optimizing AI performance is like peeling an onion — every time you remove one bottleneck, another layer appears underneath. What looks like a compute problem turns out to be a mem…

YYC airport code is for Calgary, Canada. Why is on the US .gov site is there something I missed

Can’t have an apologetic zoom call when zoom is down …

Impressive!

Model training observations from both Llama 3 and 4 papers: Meta’s Llama 3 was trained on ~16k H100s, achieving ~380–430 TFLOPS per GPU in BF16 precision, translating to a solid 38…

Is this how TSMC relocates to the US?