The $400 Billion Gap | Warren Pies on Token Panic, a Trapped Fed and What Murders Bull Markets

Open-source panic lacks substance

Fears surrounding open-source models are overblown and not supported by deep data analytics, posing no immediate existential threat to major AI labs.

Political 'horseshoe effect' emerging

Both the political left and right are beginning to question data center buildouts, creating a bipartisan regulatory risk that could peak around the 2028 deadline.

Poor messaging from AI leadership

Lab leaders like Dario Amodei and Sam Altman project alarmist or untrustworthy vibes that fuel public skepticism rather than building consensus for the technology.

Model progress drives market momentum

Continuous model improvement remains the lifeblood of the current bull market, with the Mythos announcement in April catalyzing the recent semiconductor rally.

Tech spending crowds out housing

Information processing investment ($1.5 trillion) has overtaken residential fixed investment ($1.1 trillion), diverting skilled trades like electricians and plumbers away from housing.

Tech directly fueling inflation

Information processing equipment is adding roughly 7 basis points monthly to core PCE, a significant contribution from previously negligible categories.

Monetary policy is a blunted instrument

The Fed cannot surgically slow hyperscaler capex with rate hikes without first crushing the more rate-sensitive housing market and residential construction employment.

Dual mandate conflict intensifies

Because inflation stems from a capital spending boom rather than wage pressure, tightening enough to curb tech inflation would likely violate the Fed's full employment mandate.

Residential construction flashing warning

Residential construction payrolls have declined 2% for two consecutive months, a traditional yellow light that historically precedes recessions when hitting 8%.

Headline jobs mask underlying weakness

Excluding healthcare, education, and government, non-farm payrolls are essentially flat year-over-year despite seemingly strong headline reports.

Quality of jobs deteriorating

Job growth concentrates in sub-$40,000 service roles rather than high-income white-collar positions, limiting consumption power and economic velocity.

Wage stagnation at the top

College-educated workers face the weakest wage growth, with nearly 14% receiving zero raises, indicating slack in the traditionally strong segment of the labor market.

Availability beats announcements

Real-time GPU availability via NeoClouds provides a cleaner read on actual demand than hyperscaler capex announcements or revenue figures which include non-AI business.

Hourly tracking since 2023

Researchers track GPU availability on an hourly basis across NeoCloud providers, watching for supply constraints on chips like H100 and Blackwell.

Rental prices confirm tightness

Cloud GPU rental prices typically rise approximately two months after availability metrics collapse, confirming genuine demand versus speculative inventory hoarding.

Data converted the skeptics

Originally collected from a posture of AI skepticism, the persistent supply constraints revealed by this data ultimately convinced researchers of the infrastructure boom's legitimacy.