Pavel Stoev, M.Eng. P.Eng. (@pavel_4_ai) 's Twitter Profile
Pavel Stoev, M.Eng. P.Eng.

@pavel_4_ai

🇨🇦 Professional Engineer living in 🇺🇸. GenAI Data Center investor with business development focus. Certified in applied Cybersecurity.

ID: 828294457514721281

linkhttps://centml.ai calendar_today05-02-2017 17:29:22

423 Tweet

88 Followers

84 Following

Toronto Tech Week (@totechweek) 's Twitter Profile Photo

Announcing: Homecoming The official mainstage of Toronto Tech Week 2025. Join 1,000+ of Canada's top builders from around the world. For the roots that built us. And the future we’re building together.

Announcing: Homecoming 

The official mainstage of Toronto Tech Week 2025. 

Join 1,000+ of Canada's top builders from around the world. For the roots that built us. And the future we’re building together.
Pavel Stoev, M.Eng. P.Eng. (@pavel_4_ai) 's Twitter Profile Photo

The turning point for any AI hardware platform is when the software layer stops being a translator and becomes an amplifier for the user facing apps. Which platforms fit into this notion ?

Pavel Stoev, M.Eng. P.Eng. (@pavel_4_ai) 's Twitter Profile Photo

The printing press did eliminate the profession of the scribe, but in doing so, it unlocked an explosion of literacy, democratized knowledge, and fueled revolutions in science, education, and commerce. AI will be no different: it will obsolete some roles, but in doing so, it

SemiAnalysis (@semianalysis_) 's Twitter Profile Photo

Sally Ward-Foxton As Clive [1] said, it is not possible for a chip released in same timeframe to have 10x perf per watt over TPU/Trainium/GPGPU using the physics in our universe despite claims from companies that are trying to bake transformers in silicon. If you looked at a profile before &

Vivek Galatage (@vivekgalatage) 's Twitter Profile Photo

The video lectures on the book "Programming Massively Parallel Processors" are available from the official YouTube channel. The lecture 04 about GPU architecture is quite interesting too. youtube.com/playlist?list=…

The video lectures on the book "Programming Massively Parallel Processors" are available from the official YouTube channel. 

The lecture 04 about GPU architecture is quite interesting too.

youtube.com/playlist?list=…
Pavel Stoev, M.Eng. P.Eng. (@pavel_4_ai) 's Twitter Profile Photo

On-demand software is coming. On-demand digital media is coming. But the real breakthrough will be autonomous iteration to achieve the desired quality. vladimir.varank.in/notes/2026/02/…

Pavel Stoev, M.Eng. P.Eng. (@pavel_4_ai) 's Twitter Profile Photo

Operating AI token factories at scale in production looks a lot like combined heat and power generation. Most tokens power the colocated AI apps. Unused excess tokens may be exported to the open market, such as OpenRouter. AI inference is power.