Category Archives: Datacenter

So-called AI hallucinates no matter how good its training data –OpenAI 2025-09-18

Update 2026-02-17: Sen. Carden Summers tries to amend to weaken GA SB 34 that would require datacenters to pay their own electric bills @ GA Sen. Comm. on Regulated Industries and Utilities 2026-02-12.

This is according to research by the creator of ChatGPT, the bot that started the “AI”boom.

Is this what we want in datacenters sucking up our water?

If not, see a previous post for some bills in the Georgia legislature.

https://wwals.net/?p=69394

[So-called AI hallucinates, no matter how good its training data --OpenAI 2025-09-18]
So-called AI hallucinates, no matter how good its training data –OpenAI 2025-09-18

Gyana Swain, Computerworld, September 18, 2025, OpenAI admits AI hallucinations are mathematically inevitable, not just engineering flaws,

In a landmark study, OpenAI researchers reveal that large language models will always produce plausible but false outputs, even with perfect data, due to fundamental statistical and computational limits.

OpenAI, the creator of ChatGPT, acknowledged in its own research that large language models will always produce hallucinations due to fundamental mathematical constraints that cannot be solved through better engineering, marking a significant admission from one of the AI industry’s leading companies.

The study, published on September 4 and led by OpenAI researchers Adam Tauman Kalai, Edwin Zhang, and Ofir Nachum alongside Georgia Tech’s Santosh S. Vempala, provided a comprehensive mathematical framework explaining why AI systems must generate plausible but false information even when trained on perfect data.

“Like students facing hard exam questions, large language models sometimes guess when uncertain, producing plausible yet incorrect statements instead of admitting uncertainty,” the researchers wrote in the paper. “Such ‘hallucinations’ persist even in state-of-the-art systems and undermine trust.”

The admission carried particular weight given OpenAI’s position as the creator of ChatGPT, which sparked the current AI boom and convinced millions of users and enterprises to adopt generative AI technology.

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Datacenter proposed, Irwinville, near Alapaha River 2026-02-26

Update 2026-02-17: Datacenter water use and Irwin County Planning Commission and Industrial Authority @ WALB TV 2026-02-16.

Update 2026-02-17: Sen. Carden Summers tries to amend to weaken GA SB 34 that would require datacenters to pay their own electric bills @ GA Sen. Comm. on Regulated Industries and Utilities 2026-02-12.

Update 2026-02-16: So-called AI hallucinates no matter how good its training data –OpenAI 2025-09-18.

Apparently the Planning Commission meeting on Thursday, February 26, at 6 PM, has been moved to the Courthouse. If so, that indicates much interest in this case.

I’m told this datacenter would be for Google, but it doesn’t really matter which big company wants it.

[Datacenter proposed, Irwinville, GA, near Alapaha River, Planning Commission 2026-02-26]
Datacenter proposed, Irwinville, GA, near Alapaha River, Planning Commission 2026-02-26

Datacenters for so-called AI are wasteful misuses of water that could go to agriculture and other uses, and of power that requires more power plants that use more cooling water.

The current alleged artificial intelligence (AI) and especially the current brute-force methods of implementing it will be leapfrogged by something else within a few years, just like expensive computer workstations got leapfrogged by Intel PCs and now everybody has something faster and more capable in their pocket.

https://wwals.net/?p=69238

Why waste our most irreplaceable resource, water, for this? Continue reading