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32. Not so fast. This article is very incomplete.
Wed Jul 8, 2026, 08:28 PM
Jul 8

There have been many stories recently about shocking AI usage fees after the AI providers recently started charging by actual usage rather than just a monthly license with unlimited use. That's all true, but the real problem is that companies upgraded to the most-capable AI models available whether they needed them or not, since the monthly license costs weren't very high. AI providers were surely keeping monthly license costs artificially low to grab market share and to hook employers on AI.

Employees were using these high-end models (capable, for example, of solving math problems that have stumped humans for decades) for even the most mundane tasks like sorting through their emails to make to-do lists. However, there are entry-level AI models or even free models that can do most of the work that employees had been mis-using high-end models for. The problem was compounded because some employers were requiring employees to use AI models for as many tasks as possible, with no consideration of the type of model being used.

I think that low-cost AI models will continue to replace human labor for many tasks (administration, most programming, etc, etc), and that use of the most expensive, cutting-edge models will be restricted to the few employees that actually need them. Many companies will probably find that they don't actually have any use for the most expensive AI models.

But if AI providers think that companies are going to continue to pay for unrestricted employee use of high-end AI models, they're wrong. Why would they throw money away like that? AI is in a bubble and this is the start of the AI consolidation.

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1 members have recommended this reply (displayed in chronological order):

One of them's born every minute struggle4progress Jul 8 #1
I was going to post "suckers" DBoon Jul 8 #2
The word I call CEOs rhymes with suckers Jerry2144 Jul 8 #7
Suckers and losers? Coventina Jul 8 #8
See my post below FHRRK1 Jul 8 #10
Consulting firms... lonely bird Jul 8 #11
Don't forget the bribes that were paid by the hardware and software vendors. erronis Jul 8 #16
Wait, you mean the salesmen proved to be an unreliable source of information ?? eppur_se_muova Jul 8 #3
sorry all I can do is... sheshe2 Jul 8 #4
Long standing practice in IT and Software FHRRK1 Jul 8 #5
No love for IBM? I do agree that Ellison took (takes) sleaze to the highest level. erronis Jul 8 #17
Had very little interaction with IBM FHRRK1 Jul 8 #33
You bring up another horrible point about these companies. Stiffing the sales people that land the contracts. erronis Jul 8 #35
6- 11 trillion dollars SamuelTheThird Jul 8 #6
And taxpayers will end up bailing them out once again. OGBuzz Jul 8 #13
Now they have to hire back all the workers who were previously fired FakeNoose Jul 8 #9
You don't get to be a corporate executive by rationally thinking through the problem. Aristus Jul 8 #12
There was a chief executive at GE years ago named Jack Welch. Dr. T Jul 8 #14
As a former IT worker, slightlv Jul 8 #15
I worked decades in mainframe Skittles Jul 8 #23
Still being predicted. Even while mainframes continue to process 3_Limes Jul 8 #25
Same here. Back in my day they would make their sales pitch and get a contract, usually with upper managers... the nelm Jul 8 #31
The big AI players have figured out that its usage not effiency paulrevere2018 Jul 8 #18
Smartest guys in the room on their way to creating yet another gargantuan crisis. NoMoreRepugs Jul 8 #19
Send ICE to detain those execs for stealing our jobs IronLionZion Jul 8 #20
Gen-X will be charging 2x our salaries when we come back as independent consultants. OC375 Jul 8 #21
Reminds me of the early days at AOL, paying per minute and getting huge bills... LOL... n/t TygrBright Jul 8 #22
This is the exact reason voters shouldn't put business people in govt positions --- because business people in2herbs Jul 8 #24
These shit-for-brains are the same execs who insist their pay/compensation is merit based. RockRaven Jul 8 #26
Thanks for all the knowledgeable comments. yellow dahlia Jul 8 #27
I agree! WhiteTara Jul 8 #34
Keep the workers. Fire the executives. Ditch the AI. NBachers Jul 8 #28
But they're okay with their bills from Amazon AWS and Microsoft Azure? ChicagoTeamster Jul 8 #29
With AWS or Azure you should know what you're paying for - measurable usage of resources erronis Jul 8 #36
Almost like corporate executives are--in fact--overly simplistic morons, and don't deserve the worship they've grown Karasu Jul 8 #30
Not so fast. This article is very incomplete. HeartachesNhangovers Jul 8 #32
Maybe if government and business supported higher education with no_hypocrisy Jul 9 #37
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