The Lyceum: Virginia Daily — Mar 14, 2026

Today was supposed to be the last day of Virginia's legislative session. Instead, lawmakers walked out of Richmond without a budget — amid a Democratic civil war over whether to keep handing data centers a $2 billion tax break — and now the Commonwealth is hurtling toward a special session while state employees, teachers, and Medicaid recipients wait to find out what their funding looks like. Meanwhile, a campus shooting at Old Dominion, a $3.3 billion defense contract, and Meta preparing to gut 20% of its workforce all landed in the same 24-hour window, painting a portrait of a state that is simultaneously the most important piece of digital infrastructure on Earth and still figuring out what it wants in return.

Virginia's 60-day legislative session ended today exactly as the pessimists predicted: with no two-year spending plan. The entire budget collapsed over a single question — whether to preserve a sales tax exemption that lets data centers buy servers, routers, and cooling systems without paying Virginia's retail sales tax, a carve-out that now costs the Commonwealth roughly $2 billion a year in foregone revenue.

The fault line runs straight through the Democratic majority. Senator Louise Lucas of Portsmouth wants to kill the exemption and redirect the money to schools, roads, and Medicaid. Delegate Luke Torian of Prince William and Governor Abigail Spanberger want to keep it, arguing it's the reason Virginia hosts the world's densest cluster of data centers. As of mid-week, Lucas and Torian weren't even meeting.

The math behind the standoff is genuinely hard. The exemption dates to 2009, when Sen. Creigh Deeds sponsored it to lure tech investment during the recession. To qualify, operators must invest at least $150 million and create 50 jobs paying 150% of the local average wage. The Senate says that deal has outlived its purpose; the industry says kill it and the next campus goes to Georgia. Both sides are right, which is why there's no deal.

Spanberger has floated a "consumption tax" — taxing data centers on electricity and water use rather than equipment purchases — and grandfathering existing operators through 2035. Neither chamber has embraced it. Lawmakers are expected back April 2 for a reconvened session, but the real deadline is June 30: miss that, and Virginia's state government shuts down. Under Virginia law the governor has a 10-day review window before April 2 to sign or veto legislation; Spanberger has that window to try to broker something directly between Lucas and Torian.

Behind the scenes, the pressure is even more acute than the headline suggests. Dominion Energy told state regulators it has nearly 70,000 megawatts of data center requests in its interconnection queue — roughly three times its historical peak load. That number reframes the tax fight as an infrastructure emergency, not just a revenue debate.

The man who killed an ROTC instructor and wounded two students at Old Dominion University has been identified as Mohamed Bailor Jalloh, a 36-year-old former Virginia National Guardsman who served federal prison time for attempting to provide material support to the Islamic State. The FBI is investigating the shooting as an act of terrorism. Jalloh had been released from federal prison in December 2024 after serving time on a 2016 charge.

The instructor killed was Lt. Col. Brandon Shah. Students in the classroom subdued the attacker and prevented further casualties. Late Friday, the Justice Department charged Kenya Chapman with illegally selling Jalloh the firearm used in the attack. The case will intensify scrutiny on post-incarceration monitoring of terrorism-related convicts and on how firearms reached someone with Jalloh's record.

Reuters broke it last night: Meta is planning sweeping layoffs that could hit 20% or more of its workforce over the coming weeks — roughly 16,000 people — as the company tries to offset the staggering cost of its AI infrastructure buildout. Three sources familiar with the matter described the cuts; Meta spokesperson Andy Stone called it "speculative reporting about theoretical approaches," which is a denial that doesn't actually deny anything.

This lands hard in Northern Virginia. Meta is a major data center tenant in Loudoun County and maintains office and operations footprints around the Beltway, including in Reston. The departments expected to take the deepest cuts — Reality Labs and legacy non-AI teams — are precisely the kind of knowledge-work roles that populate the region's tech corridor. Reddit threads in r/stocks and r/technology are already dissecting internal headcount numbers and local impact.

The deeper signal: Meta has announced plans to invest as much as $600 billion in data center construction by 2028. That money is coming directly out of human payroll as the company reallocates spending toward compute. This is the same dynamic at the heart of Virginia's budget fight — the state is subsidizing infrastructure that shifts economic activity toward compute-intensive assets — just wearing a corporate face instead of a legislative one.

Falls Church-based Northrop Grumman won a $3.3 billion contract from the Missile Defense Agency to overhaul the Ground-based Midcourse Defense system — the backbone of U.S. strategic missile defense. Most of the physical work will happen in Huntsville, Alabama, but the contract cements Northrop Grumman's role as the lead integrator for the nation's most critical defense layer and reinforces Northern Virginia as the command-and-control center of the defense industrial base.

The timing matters. Amid reports of Iranian strikes in the Gulf this week that U.S. officials say damaged military assets and amid increased wartime-level scrutiny of intelligence community workloads on Virginia-based cloud infrastructure, defense procurement cycles are accelerating. This contract is the kind of anchor award that pulls subcontracting work into Reston, Tysons, and the broader Northern Virginia defense-tech supply chain for a decade.

While the budget drama consumed all the oxygen, the General Assembly quietly advanced the "High-Risk Artificial Intelligence Developer and Deployer Act" (HB 2094). The bill cleared floor votes in both the House of Delegates and the Senate this week and was sent to Governor Abigail Spanberger for signature; she must sign or veto by March 24 for it to take effect. If signed, the law would make Virginia the second state after Colorado with a broad AI governance framework, effective July 1.

The law targets AI systems used to make "consequential decisions" — a legal term meaning decisions that materially affect someone's access to housing, employment, healthcare, or financial services. Developers must use reasonable care to prevent algorithmic discrimination, conduct impact assessments, and tell consumers when AI is making a significant decision about them. The Attorney General of Virginia gets enforcement authority.

This isn't just a tech-sector story. Any Virginia business using automated screening for job applicants, loan approvals, or insurance underwriting now faces a new compliance landscape. And the law arrives at a fraught moment: the federal government is actively trying to preempt state AI regulations through executive action, and a bipartisan coalition of state attorneys general — including Virginia's Jeff Jackson — pushed back this week. Any federal challenge to HB 2094 would land in the Eastern District of Virginia's famously fast "rocket docket."

A legislature walking out of Richmond with no budget and a $2 billion argument; a campus classroom where students had to subdue a man the federal government already convicted of terrorism; and Meta preparing to cut roughly 16,000 jobs as it reallocates spending to AI infrastructure that includes the very data centers Virginia is debating whether to subsidize.

Somewhere in Smyth County, 52 coopers are about to lose their jobs because America bought too much bourbon during lockdown — and not a single person in the General Assembly noticed because they were too busy arguing about routers.

See you Monday.

If someone you know works in Virginia government, tech, defense, or just lives here and wants to understand what's actually happening — send them this.