Nistar Intelligence

Signal, not noise.

Perspectives from the intersection of power, artificial intelligence, data centers and capital—built for the people developing, financing and operating the next generation of compute.

65Insights

6Signals

2024–26Archive

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Latest signals

AI + ComputeAI Is Becoming Research Infrastructure: What OpenAI's Navier–Stokes Claim Means for the Next Era of Compute DevelopmentThe Next Data Center Constraint Is Social License PowerA Utility Letter Is Not Power: What Actually Makes a Megawatt Real AI + ComputeTraining, Inference, and the Geography of AI Compute: Why Workload Type Will Determine Where the Next Data Centers Get Built PolicyWho Pays for the Grid? The New Cost-Allocation Fight Around AI Data Centers InfrastructureA Data Center Load Is No Longer a Megawatt. It Is a Waveform.DevelopmentThe First 50 MW Can Be Worth More Than the Next 500 MW

Featured analysis

What we’re watching.

Recent analysis on the infrastructure forces changing how AI capacity gets powered, built and financed.

Lead analysis / 01Sep 8, 2026

AI + ComputeAI Research & Scientific DiscoveryTechnology

AI Is Becoming Research Infrastructure: What OpenAI's Navier–Stokes Claim Means for the Next Era of Compute

OpenAI says an internal AI system produced a proposed solution to one of mathematics' Millennium Prize problems using roughly 10,000 agents, 130 billion output tokens and formal machine verification. Whether the proof earns universal acceptance remains a scientific question. The infrastructure signal is clearer: frontier compute is beginning to produce new knowledge.

By Jay SivamRead analysis

Brief / 02Aug 27, 2026

DevelopmentCommunity & Siting

The Next Data Center Constraint Is Social License

Data center development has traditionally been framed around land, power, fiber and permits. Another constraint is becoming harder to ignore: whether the surrounding community believes the project should be built. Electricity costs, water, noise, transparency, jobs and local economic benefits are increasingly influencing project schedules, permitting and even financing.

Jay Sivam

Brief / 03Aug 26, 2026

PowerGrid & Interconnection

A Utility Letter Is Not Power: What Actually Makes a Megawatt Real

Utility letters can be extremely valuable evidence in data center development. So can load studies, service plans and executed agreements. But the title on a document does not determine how real the megawatts are. What matters is what the utility has actually studied, committed to, conditioned, scheduled and ultimately constructed.

Jake Becker

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65 results

AI + Compute

AI Research & Scientific Discovery

AI Is Becoming Research Infrastructure: What OpenAI's Navier–Stokes Claim Means for the Next Era of Compute

Technology+ Infrastructure

Jay SivamSep 8, 2026

Development

Community & Siting

The Next Data Center Constraint Is Social License

Strategy+ Policy

Jay SivamAug 27, 2026

Power

Grid & Interconnection

A Utility Letter Is Not Power: What Actually Makes a Megawatt Real

Engineering+ Development

Jake BeckerAug 26, 2026

AI + Compute

Training & Inference

Training, Inference, and the Geography of AI Compute: Why Workload Type Will Determine Where the Next Data Centers Get Built

AI infrastructure is often discussed as one enormous category of GPU demand. But training and inference place different demands on power, networks and geography. Frontier training rewards enormous, tightly connected compute systems. Inference adds another constraint: the user. As AI shifts from building models to serving them at global scale, workload type will increasingly influence where infrastructure belongs.

Strategy+ Development

Sean KurzAug 24, 2026

Policy

Cost Allocation

Who Pays for the Grid? The New Cost-Allocation Fight Around AI Data Centers

The AI power debate is moving beyond whether enough electricity can be built. The next question is who pays for the infrastructure required to deliver it. As hundreds of megawatts of new demand drive generation, transmission and distribution investment, utilities and regulators are building new rules around cost causation, minimum payments, collateral, stranded investment and ratepayer protection.

Markets+ Power+ Capital

Robert DizonAug 19, 2026

Infrastructure

Electrical Systems

A Data Center Load Is No Longer a Megawatt. It Is a Waveform.

AI infrastructure is changing the electrical character of the data center. Total megawatts still determine scale, but increasingly they do not tell the whole story. Large synchronized GPU clusters can change power demand rapidly, creating a new engineering question: not simply how much electricity the campus uses, but how the load behaves over time.

Engineering+ Power+ AI + Compute

Jake BeckerAug 18, 2026

Development

Time to Power

The First 50 MW Can Be Worth More Than the Next 500 MW

Hyperscale campuses are often marketed by their ultimate capacity: 500 MW, 1 GW, even more. But the first operating phase can create disproportionate strategic value. It starts revenue, establishes customer operations, proves the infrastructure stack and turns a development thesis into an operating platform from which the next hundreds of megawatts can be built.

Strategy+ Power+ Capital

Jay SivamAug 17, 2026

Capital

Incentives

Data Center Incentives in 2026: From Headline Subsidies to Executable Public-Private Structures

The useful question is not which jurisdiction advertises the largest incentive. It is which package creates realizable, durable value after timing, qualification, compliance, public approvals, and project obligations are modeled. An incentive is not value until the project can earn, retain, and monetize it.

Markets+ Policy+ Development

Robert DizonAug 16, 2026

Capital

Capital Markets

The Financial State of AI Data Centers in 2026: Capital Is Available, but Execution Determines Its Price

The market is highly funded at the top, increasingly selective below it, and more demanding about the evidence connecting capital expenditure to energized revenue. The scarce asset is not money alone—it is a financeable path from capital to cash flow.

Markets+ Development

Robert DizonAug 14, 2026

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