SIGNAL / NOISE
Round up the usual suspects.
On Tuesday, while Florida voted in a primary that turned partly on data centers, a beer company owned by the Kelce brothers dropped a 90-second ad begging Americans to mail their urine to "the AI data center of your choice." Jason Kelce, jar in hand, singing about peeing on computers to save humanity. That's not a fringe bit anymore. That's the culture telling you exactly where the anger is pointed.
The tell that should stop you cold: the party that built this thing is now running from it. The National Republican Senatorial Committee circulated a memo this week — first out through Axios — warning that data centers have become a "sleeper issue" for the whole midterm cycle. In Ohio, Sherrod Brown has made opposition to them the centerpiece of his race against Jon Husted, and the GOP's own memo says the quiet part out loud: if Husted loses, "the industry will be blamed." When your own side circulates a note telling candidates to run from the thing you've been championing, that's not a policy dispute. That's a coalition pricing in a loss.
But round up the usual suspect and you've still cuffed the wrong man. We said it ourselves last night: the reason your house keeps getting less affordable isn't the data center one county over — it's the debt-funded buildout repricing the long end of the bond market, a first-time buyer in Ohio bidding against a hyperscaler for the same thirty-year dollars. That buyer is now a voter. And you can't run a campaign ad against a discount rate. You can run one against a windowless building with a hum and a cooling pond. So that's the ad everybody runs.
Now the part nobody on a stage will cop to. Where your electric bill actually did jump because of a data center, that's not the machine's crime — it's the councilman's. Somebody cut a lazy deal: a tax break, a ribbon cutting, a photo in a hard hat, and the cost of the new power quietly socialized onto your bill. Federal regulators are fighting over that exact question right now: should the developer pay for the capacity it needs, or should you? Captain Renault is running the investigation into a crime he committed. And two-thirds of the data centers on the drawing board — 517 of 809 — are going up in counties the government just called drought-stricken, so the fight over water is real even where the fight over prices is theater.
The fix isn't a moratorium. It's the deal a competent official cuts on day one: make the builder pay soup to nuts — power, interconnects, new capacity — then tax it to lower everyone else's bill, and make it smooth if they sign. Do that and the monster turns back into a neighbor. Nobody marches on granola, even though the almonds drank California dry. AI just never bothered to earn the wrapper.
At COAI today: the full Signal/Noise — the Southwest water math, why the local-model wave splits the market in two, and how power scarcity quietly keeps Jensen on top — is live at getcoai.com.
Whether your business is a beneficiary of this buildout or a bystander who gets handed the bill. That's the exercise we run at Outsider Labs. If a data center is about to meet your town, your grid, or your P&L, that's the conversation we're built for.
ONE — A NUMBER THAT SUMMARIZES THE DAY
517 of 809. Two-thirds of the AI data centers planned in America are going up in counties the government just classified as drought-stricken — the industry aiming its thirstiest machines exactly where the water already ran out. Lake Mead sits at 24.7% full, its lowest in five years. This is why the neighbors showed up with torches. The data center isn't the reason your groceries cost more. It might be the reason your county runs dry.
THREE — ACTIONS TO TAKE TODAY
Price the pitchfork into every data-center name you own. Political risk is now a line item. New York has a year-long moratorium, Pennsylvania signed hard standards this week, Texas and Arizona are reversing incentives they used to brag about. If your thesis on a hyperscaler or a CoreWeave assumed a frictionless buildout, cut the growth rate and add a permitting delay. The concrete is a ballot question now.
If a data center is coming to your county, demand the whole bill up front. Not the ribbon cutting — the terms. Make the developer pay for its own power, interconnects, and new capacity, then tax it to knock down everyone else's rate. Shapiro's Pennsylvania order this week is the template. A town that negotiates like this gets cheaper electricity; a town that takes the photo op eats the surcharge.
Move your commodity AI work off the frontier and onto local models. The writing, the summarizing, the history-and-humanities jobs now run well on a small model on a Mac Mini or its equivalent — the books are everywhere, so those models are becoming a commodity. Reserve your metered frontier tokens for the graded work, code and math, where the edge is real. You cut spend and cut your exposure to the buildout everyone's fighting over.
FIVE — STORIES TO KEEP YOU INFORMED
Thursday, August 20
The GOP wrote itself a ransom note on Ohio. (Full analysis above.) The NRSC's own memo calls data centers a midterm "sleeper issue" and admits the industry gets blamed if Husted loses to Brown. The flashpoint: Ohio's 10-gigawatt Pike County campus — north of $500B, backstopped by $105B from Nvidia, roughly 8 million households of power.
Pennsylvania signed the deal the industry feared. (Full analysis above.) Gov. Josh Shapiro's order forces data-center developers to pay for all new generation and transmission, hire local, and sign community-benefit agreements. It's the make-them-pay-their-own-way playbook — and a 2028 hopeful just put his name on it.
Stripe bought the tollbooth for more than $7B. Stripe's grab of OpenRouter — a company that builds zero models — says the money in AI is migrating to the layer where the trades settle, not the models themselves. We called it the money train on Monday; the market just punched the ticket.
Anthropic's $65B "run rate" got laughed at by its own fans. The leaked figure making the rounds annualizes a single hot hour times 8,760, and even bulls are mocking the math. When the number you're floating for a $2T IPO is a party trick, the desperation to have a number is the story.
Altman hit pause on frontier training — and wants credit for it. OpenAI says it "paused some frontier RL training" over alignment and security. Read it twice: either the capability jump is real enough to spook them, or it's a responsible pose struck while capacity catches up. Both can be true at once.
MARK TO MARKET
Where the cycle caught up to us this week.
The governors are reading our mail. Stop excoriating data centers and use their demand as leverage — make them pay soup to nuts and turn residents into beneficiaries (us, Memo to the Governors, Aug 10) → Pennsylvania Gov. Josh Shapiro signed almost exactly that into an executive order (Aug 18).
Intelligence went home. Intelligence is already free and running on a laptop (us, I'd Sell the Shoes Myself, Aug 19) → Tomasz Tunguz, "your laptop can now run a model as capable as nearly anything in the cloud" (Aug 18).
The tape doesn't lie. We just read it early.
— Harry and Anthony
Sources: