⚡️ Data center divide

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1. Key Themes

🏗️ State-Level Regulatory Fragmentation Is Becoming a Real Risk for AI Infrastructure Investment

The data center buildout is accelerating nationally, but state-level policy divergence is creating an uneven and increasingly unpredictable investment landscape. Maine is on the verge of enacting the nation's first statewide moratorium, and at least 11 other states are considering similar pauses. Even Virginia — the most established data center ecosystem in the country — faces growing political pressure to roll back tax incentives.

"While Maine is the closest to making a moratorium reality, it's among at least 11 other states considering pauses."

"I think one-size-fits-all policies in which an entire state is shut off is extraordinarily misguided, because for every community that may not want a data center, you could have a community that says this really fits our needs." — Dan Diorio, VP of State Policy, Data Center Coalition

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💰 AI Industry Is Building a Durable Political Machine

Pro-AI super PACs are no longer peripheral players — they are now a significant and growing force in campaign finance, with hundreds of millions of dollars being deployed to shape AI regulation ahead of the midterms. This is a structural shift, not a one-cycle phenomenon.

"AI players flush with cash are now a significant force in campaign finance, building a deep network to raise and deploy money as the technology becomes a key election issue."

"Leading the Future...and its affiliated groups have raised more than $140 million to date." In Q1 alone, LTF raised $25 million — all from a16z and its co-founders Marc Andreessen and Ben Horowitz.

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🔐 Government AI Procurement Is Entering a New, Messier Phase

The White House is actively negotiating access to Anthropic's most powerful and potentially dangerous model, Mythos Preview — even while the Pentagon has been engaged in a bitter feud with Anthropic and efforts to blacklist the company as a supply chain risk. This signals that national security imperatives are overriding political friction in AI procurement decisions.

"Even U.S. officials who dislike the company concede that it's building tools that could aid U.S. national security — or harm it, if they fall into the wrong hands."

"Anthropic is only rolling out Mythos to a select group of companies and organizations, rather than the general public, so they can assess its frightening cyber capabilities and harden their defenses."

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⚖️ AI Governance Coalitions Are Broadening Beyond Tech Policy Circles

The debate over AI's role in society is expanding to include non-traditional stakeholders — including religious communities raising moral objections to autonomous weapons. This signals that AI governance is becoming a mainstream political and cultural issue, not just a technology policy fight.

"'Every great faith tradition teaches us that the taking of a life is a grave and solemn act. As a matter of conscience, we believe that such a decision must never be delegated to a machine.'" — 20 religious leaders, in a letter to Senate and House Armed Services Committees

"Existing internal Defense Department policy requires that autonomous systems allow commanders to exercise 'appropriate levels of human judgment,' but this guidance is both ill-defined and can be changed at any time by the Secretary of Defense, without congressional approval."

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🌍 London Is Emerging as a Major Hub for AI Frontier Labs

Both Anthropic and OpenAI are making significant, concurrent commitments to London — signaling that international expansion is accelerating and that the UK is being treated as a tier-one strategic market, not an afterthought.

"Anthropic is ramping up its London footprint with plans for a new office space for 800 staffers, while OpenAI announced it's setting up a new permanent London hub despite setbacks to its Stargate project."

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2. Contrarian Perspectives

🔄 Maine's Moratorium May Actually Help Long-Term Data Center Investment, Not Kill It

The conventional industry narrative is that any moratorium signals a state is "closed for business." But the bill's sponsor argues the opposite: that regulatory clarity — even a temporary pause to establish rules — creates a more stable environment for developers over the long term.

"'The point for me was to make sure that we had that regulatory certainty for any developer and not shift halfway through.'" — Rep. Melanie Sachs, Maine

"'This is good for business, for the environment and for those who have concerns about AI writ large.'" — Rep. Melanie Sachs

This is a counter-narrative worth watching. Investors who dismiss moratorium states outright may be underweighting the value of regulatory predictability in siting decisions.

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🧩 The "Jobs and Economic Development" Argument for Data Centers May Be Weaker Than Politicians Claim

The political consensus frames data centers as economic engines. But credible research suggests those benefits may be temporary without deliberate policy intervention — undercutting a core argument used to justify billion-dollar tax incentives.

"Jobs and economic development — the main benefits politicians and companies point to — could be short-lived unless local governments secure longer-term gains for local communities." (citing Brookings Institution research)

Texas alone provides more than $1 billion annually in tax incentives. If job creation is transient, that's a significant public subsidy with uncertain returns.

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📊 Workers Most at Risk From AI Automation Are Already Its Heaviest Users

Counterintuitively, the workers most exposed to AI displacement are not resisting the technology — they are adopting it faster than anyone else, potentially accelerating their own displacement.

"Workers whose jobs are most vulnerable to automation — data-entry keyers, bookkeepers and more — are already using AI for three times as many of their relevant tasks as workers in less-exposed jobs." (citing OpenAI internal study)

This complicates the standard narrative that AI adoption is being driven primarily by knowledge workers in safe jobs.

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3. Companies Identified

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4. People Identified

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5. Operating Insights

🗺️ Investors and Developers Should Track State-Level Policy Scores, Not Just Power Prices

The article makes clear that infrastructure siting decisions can no longer be made on energy cost and land availability alone. Political climate — including the trajectory of tax incentive legislation and moratorium pressure — is now a first-order variable.

"No state is fully for or against AI data centers. Communities across the country are attempting to strike a balance between economic opportunity and people's rising concerns over water use, energy demand and costs."

Texas has 11+ years of policy consistency baked in: "We do have leadership that has been looking at this for over 11 years. The idea of data centers is not something that just happened." That institutional depth is a durable moat worth pricing into site selection.

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🏛️ AI Companies Should Treat Political Capital as a Balance Sheet Item

The rapid institutionalization of AI super PACs — $140M+ raised by Leading the Future, $50M+ at Public First Action — signals that the window for low-cost regulatory shaping is closing. Companies that haven't built policy infrastructure are falling behind those that have.

"AI players flush with cash are now a significant force in campaign finance, building a deep network to raise and deploy money as the technology becomes a key election issue."

For operators: this is not just a lobbying story. Winning or losing on AI regulation will increasingly be determined by campaign finance positioning, not just congressional testimony.

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🔬 Controlled Rollout of Dangerous Capabilities Can Be a Business Development Strategy

Anthropic's approach to Mythos — limiting access to a vetted group to allow organizations to "harden their defenses" — is simultaneously a safety measure and a sales strategy. It creates scarcity, establishes Anthropic as a trusted partner for high-stakes deployments, and draws in government clients.

"Anthropic is only rolling out Mythos to a select group of companies and organizations, rather than the general public, so they can assess its frightening cyber capabilities and harden their defenses."

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6. Overlooked Insights

🌏 Asia AI Policy Is Becoming Complex Enough to Require Dedicated Tracking Infrastructure

Buried in the newsletter's news roundup is a single line noting that Digital in Asia has launched a dedicated AI governance policy tracker for the region. This is a signal, not just a resource mention — it reflects that Asia's regulatory environment is fragmenting fast enough that even specialist observers need new tools to follow it.

"Digital in Asia has a new policy tracker to help keep tabs on Asia's AI governance landscape."

For investors with global exposure, this is a leading indicator that Asia is entering a period of regulatory flux comparable to what the U.S. is currently experiencing at the state level.

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💸 Tax Incentive Backlash Is Emerging Even in Pro-Data Center States

The article briefly notes that Virginia — the most established data center ecosystem in the country with a long-running tax exemption — is now "considering repealing tax breaks" amid mounting political pressure for a moratorium. This is not just a blue-state phenomenon. Even historically friendly jurisdictions are reconsidering the terms of the deal.

"Virginia remains the country's most established ecosystem of data centers with a long-running tax exemption. But it's one of several states considering repealing tax breaks, and political pressure for a moratorium is mounting in Virginia, too."

If Virginia's incentive structure erodes, it could trigger a repricing of data center assets across the entire mid-Atlantic corridor.