Austin Daily: May 17, 2026

In this week's issue:

• The world's most profitable trading firm just let cameras inside its Texas AI data center — 4,032 GPUs, liquid-cooled racks, 8,000 km of fiber, and a $6 billion bet on what comes next
• Travis County ranked 7th in the nation for housing stock growth — 16,197 new units in one year — and Austin's median price is finally falling
• Austin's "low crime" numbers may be a fiction built on 311 call routing and a DA who just doesn't prosecute
• Nine years of Defense Innovation Unit presence in Austin, and the city is quietly becoming America's second defense tech hub after El Segundo
• A Kansas City wrestling fan heard about Interstellar BBQ on an Undertaker podcast, waited 90 minutes in line, and has no regrets

Let's get into it.

Top Stories

• Austin is quietly becoming a national defense tech hub — and it's been building for nine years. The Defense Innovation Unit has operated in Austin since 2016, derisking hardware and software for defense startups; combined with Texas's manufacturing scale and zero income tax for talent, Owen West frames Austin (alongside El Segundo) as one of two cities where the defense tech ecosystem is actually concentrating outside Silicon Valley.
• Austin's "low crime" statistics may be a manufactured artifact of broken city policy. APD understaffing routes calls to 311 where they are never documented as crimes, and the DA declines to prosecute quality-of-life offenses — meaning shooting heroin in a park, living in a tent on a sidewalk, and breaking business windows are all technically crimes that simply do not appear in the data anymore.
• Tesla's Cybercab has been spotted testing on public roads in Colorado — the first confirmed validation outside Austin and San Francisco. Colorado adds altitude, cold weather, and different road geometry to the test envelope, signaling that Tesla is now actively building the climate-agnostic dataset needed before any national rollout of its no-steering-wheel, no-pedal production robotaxi.
• Nearly 1,500 new homes are advancing in Hutto through the Stromberg mixed-use development. The 389-acre project targets roughly 2,000 units at full buildout, with a Public Improvement District financing ~$100 million in infrastructure — and Fidelis is pressing forward with its adjacent retail center despite a $300 million lawsuit, because Texas builders do not stop for litigation.

Inside Jane Street's Texas AI Data Center

A Dwarkesh Patel video tour of Jane Street's Texas AI data center just gave the public its first real look at what the world's most profitable trading firm has been quietly building in the Lone Star State. The facility runs 4,032 GPUs across 56 liquid-cooled racks connected by 8,000 km of fiber — a physical infrastructure deployment that would not look out of place at a hyperscaler. The liquid cooling is not a luxury choice: at frontier AI scale, air cooling simply cannot handle the heat density anymore. That threshold has now been crossed by enough serious operators that liquid-cooled racks are the new standard, not the exception.

The numbers behind Jane Street are worth sitting with. The firm posted $39.6 billion in net trading revenue in 2025 — beating JPMorgan ($35.8B) and Goldman Sachs ($31.1B) individually, all with just 3,500 employees. That works out to roughly $11 million in revenue per employee. In Q1 2026 alone, Jane Street posted a record $16.1 billion, more than Goldman's entire Q1. The firm then turned around and committed approximately $6 billion to CoreWeave's AI cloud platform — locking in access to NVIDIA's next-generation Vera Rubin architecture, which claims 10x lower cost per token versus Blackwell — plus a separate $1 billion equity investment in CoreWeave Class A stock at $109 per share. That makes Jane Street one of CoreWeave's five largest shareholders. They also led CoreWeave's $650 million funding round in 2024. Jane Street is not just trading with AI — it is treating compute infrastructure as a core asset class.

The Texas data center fits into a picture that is much larger than one firm. Texas has 330 hyperscale data centers planned over the next decade, representing roughly $1.5 trillion in investment, most of them with behind-the-meter power generation — meaning self-powered campuses, not just extensions of the ERCOT grid. The Hill County moratorium from last week is the political friction, but the capital has not noticed. When the most secretive and profitable quantitative trading firm in the world chooses to put its industrial AI infrastructure in Texas and then double down with a $7 billion compute commitment, that is not a tax decision. That is a statement about where the serious physical buildout of the AI economy is happening.

Sources: Coin Bureau, Texas data center pipeline, CoreWeave press release, Financial Post, Q1 2026 revenue

Upcoming Events

• Austin Shakespeare: Much Ado About Nothing. Free outdoor Shakespeare at Zilker Hillside Theater (2201 Barton Springs Rd), Thursdays–Sundays through May 24 at 8 PM — 1950s Fellini-inspired production, bring blankets, no badge required.
• Jason Isbell at Long Center for the Performing Arts. This Friday, May 22, 7:30 PM — one of Americana's best live acts at one of Austin's best rooms, tickets $67–$202.
• 7th Annual Austin Greek Festival. May 22–24 at Transfiguration Greek Orthodox Church (414 St. Stephens School Rd) — live band from Greece, professional dance troupes, gyros, baklava, $5 admission (free for kids under 10, military, and rideshare arrivals).
• Reverend Horton Heat at Pershing Hall. Friday, May 22, doors 7 PM — the godfather of modern psychobilly with opener Lindsay Beaver, four decades of Sub Pop and Tony Hawk soundtrack credibility.
• Austin Civic Orchestra: It's About Time. Friday, June 5 at 8:30 PM at Zilker Hillside Theater — free outdoor concert featuring film scores from Terminator 2, Interstellar, Doctor Who, and Avengers: Endgame, plus a raffle for a chance to actually conduct the orchestra.
• Jenny Tian: Ripe at State Theatre. Saturday, September 26 at State Theatre (719 N Congress Ave) — Australian comedian who built 1M+ followers on TikTok and YouTube before ever playing a major room, now converting that internet audience into sold-out live shows; tickets on sale now.
• Boz Scaggs: Rhythm Review 2026 at Bass Concert Hall. October 9 — the Plano-born Texas legend tours behind his first studio album in seven years, tickets $58.80–$166.80.

Austin's Housing Bet Is Paying Off

We've been tracking Austin's pro-building policy for months — HOME Phase 3 deregulation in May, zoning reforms going back years, the consistent legislative posture that building is the answer. Here's the data. Travis County added 16,197 housing units between July 2024 and July 2025, a 2.4% growth rate that ranks 7th among all US counties nationally. The Austin metro's median sales price is now $440,000 — down 1.9% year-over-year. Inventory sits at 4.7 months with 67 average days on market. That is buyer territory. Approximately 36 months ago, Austin was one of the hottest seller's markets in the country. The entire inversion has been driven by supply.

The mechanism is worth understanding because it does not replicate automatically. Developer Alkarim Devani puts it precisely: "The gap between what a city says it wants and what it actually makes possible is where housing goes to die." Most cities that nominally reform zoning then layer back in the losses through parking requirements, design review mandates, impact fee escalation, and permitting delays — each individually justifiable, collectively fatal to project economics. Austin avoided this. When Texas removed barriers, Austin did not quietly reinstall them through the back door. Permission translated into production. That is not the norm. It is the exception, and it is why the data looks the way it does.

The Hutto numbers from today's Top Stories are the suburban pipeline feeding this: nearly 1,500 new homes advancing in a single Stromberg project, 389 acres, $100 million in market-financed infrastructure, with Samsung Austin Semiconductor nearby as the tech anchor. This is what supply-side housing economics looks like when it is actually allowed to run. Austin built its way to a buyer's market. Every city claiming it wants affordable housing but refusing to build at this scale is lying to itself.

Sources: Travis County housing data, Housing supply analysis, Zoning-to-housing gap

Weird Austin

• A Kansas City wrestling fan heard about Interstellar BBQ on an Undertaker podcast and waited 90 minutes in line. He got the peach tea glazed pork belly and smoked scalloped potatoes, declared it "legit," and the creator economy discovery pipeline has now officially extended to pro wrestling routing out-of-state fans directly into Austin smoke pits.
• Boz Scaggs is coming to Bass Concert Hall in October — and almost nobody knows he's from Plano. The 81-year-old Texas legend attended St. Mark's School in Dallas where he met Steve Miller, and when his Silk Degrees session musicians got picked up by Columbia Records, they formed Toto — meaning one of classic rock's biggest bands exists entirely because of a Texas kid's solo record.
• The Austin Civic Orchestra programmed its entire upcoming Zilker concert around sci-fi and time-travel film scores. Terminator 2, Interstellar, Doctor Who, Avengers: Endgame — a community orchestra that figured out its audience is actually tech nerds, not classical music patrons, and adjusted accordingly.

One Thing

Jane Street is parking industrial AI in Texas. Travis County just proved that building housing actually works. And Austin's crime stats are cooked by 311 routing and a DA who won't prosecute — the money and the builders keep coming; the question is whether the governance can keep up.

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See you tomorrow.