Tuesday, September 15, 2026

Bigger Pie Forum: It's the Price, Stupid

James Carville posted “The economy stupid” sign in Bill Clinton’s 1992 Little Rock campaign headquarters. He wanted the campaign to focus on what mattered.

The data-center debate could use some focus too. Among other things data centers train and run Artificial Intelligence models. There is a seemingly irrational race to build the best Large Language Model. Amazon is in the race.

The race seems irrational because the cost is huge by historic benchmarks. And because AI prices from existing models are cratering. And because AI prices from new models’ may not justify their cost. The price is what matters.

Will Amazon win the race or be an also ran? Will Amazon buy Entergy’s electricity as contracted regardless? Will Entergy’s residential customers pay more if it doesn’t? Entergy says not to worry. All’s good. We can see the future. Small customers will pay $2 billion less over the next 20 years than they will otherwise due to Amazon’s data centers.

That’s a 20 year prediction for a business that’s changing faster every year. An AI engagement that paid $20 eighteen months ago pays seven cents today. You have to sell something better, produce it cheaper, or both to survive. Hyperscalers are betting on both.

Amazon, Meta, Microsoft, and Alphabat are the big four US hyperscalers. They are in an AI arms race. They spent over $400 billion in 2025 and plan another $725 billion in 2026. Most of the spending was for new models. Cash flow covered most of their earlier spending. Now they are adding debt and financial risk to technology risk.

They are spending more in one year than the total cost in today’s dollars of the Apollo Moon Shot, the Marshall Plan to rebuild Europe after WW2, and the Manhattan Atomic Bomb project. That’s a lot of eggs in the same technology basket. There are other players too. They include the Stargate consortium (SoftBank, Open AI, Oracle, and Abu Dhabi’s MGx) and its $500 billion and Elon Musk and his pocket change. Then there’s China with its robust electric grid, plenty of electricity, and abundant brainpower. Those are big competitive advantages.



Will the market be big enough for everyone to be profitable? Maybe. But maybe not if super model prices fall too fast. And that’s likely if their AI supply exceeds demand.

Reminds me of my years in the fertilizer business. It’s notorious for feast and famine cycles of under supply and high prices followed by capacity additions, over supply, and low prices. Our modern plants made us low cost producers, and we had good profits when demand exceeded supply. But when supplies were long, we ran the plants at a loss to avoid shutdown and startup costs while waiting for prices to recover. Fortunately our traders who had no plant investments made money then buying and selling fertilizer from others who did.

Today some smart money is betting that buying and selling AI will be more profitable than owing it. Apple is one of the richest companies on earth. It could be in the AI arms race. It’s not. It pays Google about a billion a year to buy AI for Siri. Perplexity, an AI search company, does the same thing. It has a model it uses to buy AI from the cheapest model that best fits the job and sells the answers. I use it to fact check my articles.

Why the seemingly irrational race for super models? It’s likely to lead to mutually assured excess supply. That’s happened before. The Nash Equilibrium explains the madness. This game theory concept was Hollywooded up in A Beautiful Mind starring Russel Crowe. The memorable scene is four college boys (hyperscalers) in a bar eyeing a beautiful blond (super model) that only one or maybe none of them could win.

The theory says each hyperscaler’s spending is rational if other hyperscalers keep spending too — even though the results may not good be for anyone. If Amazon stops spending and the others don’t, it may lose access to chips, engineers, data center sites, customers, etc. — and lose competitive standing. Nash’s theory does not predict a good outcome. It just explains why no competitor can quit the race if the others don’t.

Then there’s the China wild card. China makes the race a national security threat as well as profit threat. This may explain free models from China.

Have irrational races happened before? Yes. The 1996 - 2000 telecom and fiber optic race. It cost competitors about $500 billion in today’s dollars. No company wanted to be left behind. The resulting technology created the internet economy. But competitors spent too much on too much capacity. Prices cratered. The S&P communications equipment makers index fell 86% — $793 billion in market value evaporated.

AI can change the world and still destroy capital and bankrupt investors. Fiber optics did. Railroads did. Is this a wash, rinse, and repeat cycle? Keep your eye on the price.

The classic Dr. Strangelove movie is about the hydrogen bomb race. Neither Russia nor the US could quit it. The memorable scenes are Major Kong (Slim Pickens) astride the bomb whipping his cowboy hat and the mushroom clouds that doomed everyone. Major Kong reminds me of hyperscalers whipping an AI slide deck. And Entergy whipping: “We can see the future and it’s all good.” As Yogi Berra is said to have said: “the future ain’t what it used to be.” The present ain’t like the past either. Things have changed a lot since Mississippi got in the data center game.

I am not opposed to data centers. I’m not a Luddite. I am opposed to Entergy’s misleading customers about unknowable future costs. And to the secret deal that makes residential customers more vulnerable to technology and market risk — and Entergy’s monopoly less vulnerable.

AI is the wave of the future. It’s a generational disruptive technology. It will probably transform our economy, culture, and lives — in ways we can’t predict. There will be winners and losers. The market will sort them out if left to work. Our politicians and central planners don’t have a good track record picking technology winners with taxpayer money. They don’t have skin in the game. Maybe they should quit.

Kelly Williams is Chairman of Bigger Pie Forum and author of this post.  

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Trollfest '09

Trollfest '07 was such a success that Jackson Jambalaya will once again host Trollfest '09. Catch this great event which will leave NE Jackson & Fondren in flames. Othor Cain and his band, The Black Power Structure headline the night while Sonjay Poontang returns for an encore performance. Former Frank Melton bodyguard Marcus Wright makes his premier appearance at Trollfest singing "I'm a Sweet Transvestite" from "The Rocky Horror Picture Show." Kamikaze will sing his new hit, “How I sold out to da Man.” Robbie Bell again performs: “Mamas, don't let your babies grow up to be Bells” and “Any friend of Ed Peters is a friend of mine”. After the show, Ms. Bell will autograph copies of her mug shot photos. In a salute to “Dancing with the Stars”, Ms. Bell and Hinds County District Attorney Robert Smith will dance the Wango Tango.

Wrestling returns, except this time it will be a Battle Royal with Othor Cain, Ben Allen, Kim Wade, Haley Fisackerly, Alan Lange, and “Big Cat” Donna Ladd all in the ring at the same time. The Battle Royal will be in a steel cage, no time limit, no referee, and the losers must leave town. Marshand Crisler will be the honorary referee (as it gives him a title without actually having to do anything).


Meet KIM Waaaaaade at the Entergy Tent. For five pesos, Kim will sell you a chance to win a deed to a crack house on Ridgeway Street stuffed in the Howard Industries pinata. Don't worry if the pinata is beaten to shreds, as Mr. Wade has Jose, Emmanuel, and Carlos, all illegal immigrants, available as replacements for the it. Upon leaving the Entergy tent, fig leaves will be available in case Entergy literally takes everything you have as part of its Trollfest ticket price adjustment charge.

Donna Ladd of The Jackson Free Press will give several classes on learning how to write. Smearing, writing without factchecking, and reporting only one side of a story will be covered. A donation to pay their taxes will be accepted and she will be signing copies of their former federal tax liens. Ms. Ladd will give a dramatic reading of her two award-winning essays (They received The Jackson Free Press "Best Of" awards.) "Why everything is always about me" and "Why I cover murders better than anyone else in Jackson".

In the spirit of helping those who are less fortunate, Trollfest '09 adopts a cause for which a portion of the proceeds and donations will be donated: Keeping Frank Melton in his home. The “Keep Frank Melton From Being Homeless” booth will sell chances for five dollars to pin the tail on the jackass. John Reeves has graciously volunteered to be the jackass for this honorable excursion into saving Frank's ass. What's an ass between two friends after all? If Mr. Reeves is unable to um, perform, Speaker Billy McCoy has also volunteered as when the word “jackass” was mentioned he immediately ran as fast as he could to sign up.


In order to help clean up the legal profession, Adam Kilgore of the Mississippi Bar will be giving away free, round-trip plane tickets to the North Pole where they keep their bar complaint forms (which are NOT available online). If you don't want to go to the North Pole, you can enjoy Brant Brantley's (of the Mississippi Commission on Judicial Performance) free guided tours of the quicksand field over by High Street where all complaints against judges disappear. If for some reason you are unable to control yourself, never fear; Judge Houston Patton will operate his jail where no lawyers are needed or allowed as you just sit there for minutes... hours.... months...years until he decides he is tired of you sitting in his jail. Do not think Judge Patton is a bad judge however as he plans to serve free Mad Dog 20/20 to all inmates.

Trollfest '09 is a pet-friendly event as well. Feel free to bring your dog with you and do not worry if your pet gets hungry, as employees of the Jackson Zoo will be on hand to provide some of their animals as food when it gets to be feeding time for your little loved one.

Relax at the Fox News Tent. Since there are only three blonde reporters in Jackson (being blonde is a requirement for working at Fox News), Megan and Kathryn from WAPT and Wendy from WLBT will be on loan to Fox. To gain admittance to the VIP section, bring either your Republican Party ID card or a Rebel Flag. Bringing both and a torn-up Obama yard sign will entitle you to free drinks served by Megan, Wendy, and Kathryn. Get your tickets now. Since this is an event for trolls, no ID is required. Just bring the hate. Bring the family, Trollfest '09 is for EVERYONE!!!

This is definitely a Beaver production.


Note: Security provided by INS.

Trollfest '07

Jackson Jambalaya is the home of Trollfest '07. Catch this great event which promises to leave NE Jackson & Fondren in flames. Sonjay Poontang and his band headline the night with a special steel cage, no time limit "loser must leave town" bout between Alan Lange and "Big Cat"Donna Ladd following afterwards. Kamikaze will perform his new song F*** Bush, he's still a _____. Did I mention there was no referee? Dr. Heddy Matthias and Lori Gregory will face off in the undercard dueling with dangling participles and other um, devices. Robbie Bell will perform Her two latest songs: My Best Friends are in the Media and Mama's, Don't Let Your Babies Grow up to be George Bell. Sid Salter of The Clarion-Ledger will host "Pin the Tail on the Trial Lawyer", sponsored by State Farm.

There will be a hugging booth where in exchange for your young son, Frank Melton will give you a loooong hug. Trollfest will have a dunking booth where Muhammed the terrorist will curse you to Allah as you try to hit a target that will drop him into a vat of pig grease. However, in the true spirit of Separate But Equal, Don Imus and someone from NE Jackson will also sit in the dunking booth for an equal amount of time. Tom Head will give a reading for two hours on why he can't figure out who the hell he is. Cliff Cargill will give lessons with his .80 caliber desert eagle, using Frank Melton photos as targets. Tackleberry will be on hand for an autograph session. KIM Waaaaaade will be passing out free titles and deeds to crackhouses formerly owned by The Wood Street Players.

If you get tired come relax at the Fox News Tent. To gain admittance to the VIP section, bring either your Republican Party ID card or a Rebel Flag. Bringing both will entitle you to free drinks.Get your tickets now. Since this is an event for trolls, no ID is required, just bring the hate. Bring the family, Trollfest '07 is for EVERYONE!!!

This is definitely a Beaver production.

Note: Security provided by INS
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