Company intelligence
BEP Research
First-principles AI infrastructure research bridging silicon architecture, the software stack, and deployment economics
About BEP Research
BEP Research is an independent research publication covering AI infrastructure, semiconductors, and optical interconnects. Founded by Ben Pouladian — an electrical engineer, company builder, and long-term technology investor — BEP Research applies first-principles, system-level thinking to the AI compute stack. Most analysis in this space is siloed: hardware analysts cover chips, software analysts cover models. BEP Research bridges both — connecting silicon architecture, advanced packaging, memory hierarchy, software co-design, and deployment economics into a unified investment framework. This full-stack approach has been directly validated by engineering leadership at NVIDIA and resonates with readers who need to understand how the entire system fits together, not just individual components. Core research themes include the memory bandwidth wall and its architectural implications, hardware-software co-design as a durable competitive moat, optical interconnect economics, rack-scale inference architecture, and the capital allocation frameworks reshaping AI infrastructure buildout. Readership includes portfolio managers, semiconductor engineers, and technology investors at leading hedge funds and asset managers. Published on Substack at bepresearch.substack.com.
Verified activity
Signals from BEP Research
9 published signals
Research & Knowledge
BEP Research reports that data center construction is up 57% and construction craft pay is up 5.2% against 3.4% inflation.
Reported by BEP Research
Research & Knowledge
BEP Research reports that US construction spending is down 3.8% from a year ago.
Reported by BEP Research
Research & Knowledge
BEP Research published a research paper analyzing the constraint on the AI buildout and the labor market trends.
Reported by Ben Pouladian
Presence & Recognition
BEP Research announced that AGI has arrived at Labor Day with Jensen as the most credible referee.
Reported by Ben Pouladian
Research & Knowledge
BEP Research notes that OpenAI printed agent-days ahead of humans, with agents burning more days than people.
Reported by Ben Pouladian
Research & Knowledge
BEP Research published a new note arguing that NVIDIA is reportedly in talks to acquire Hugging Face for approximately $13 billion, weeks after bringing in Poolside's team and models.
Reported by BEP Research
Strategy & Corporate Development
BEP Research notes that NVIDIA agreed to buy Hugging Face for $11.9B to stockholders with up to $1B retention.
Reported by Ben Pouladian
Capital & Finance
BEP Research announced that the CEO called fiscal 27 as a stepping stone.
Reported by BEP Research
Presence & Recognition
BEP Research attended the G20 Summit where Jensen Huang, NVIDIA's VP of Government Affairs and International Sales, was featured.
Reported by Ben Pouladian