Meta Uses A.I. Data Centers to Avoid Billions in Federal Taxes

Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by treis on Thursday October 01, 2026 @10:01AM (#49921835)

We aren't expected to. We (or our elected representatives) passed a law saying that experimental spending gets tax breaks. And I don't really see an argument that LLMs aren't in an experimental phase.

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by simonw on Thursday October 01, 2026 @10:06AM (#49921886)

I'm happy to make that argument. LLMs were experimental in 2023. It's 2026 now, and enormous numbers of people use them on a daily basis (ChatGPT has 1.2 billion weekly users now, according to Sam Altman at OpenAI DevDay).

They're only experimental in the way that computers are still experimental, since we continue to find new ways to use computers.

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by treis on Thursday October 01, 2026 @10:08AM (#49921918)

I think that's shaky but also that's OpenAI and not Meta. Up until whenever Muse was launched Meta didn't have anything I'd call a LLM product.

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by simonw on Thursday October 01, 2026 @10:20AM (#49922061)

They've had AI-powered chat and search features in WhatsApp/Instagram/Facebook itself for a few years now.

2023-09: "Meta AI is a new assistant you can interact with like a person, available on WhatsApp, Messenger, Instagram" - https://about.fb.com/news/2023/09/introducing-ai-powered-ass...

2024-04: "You can use Meta AI in feed, chats, search and more across our apps" - https://about.fb.com/news/2024/04/meta-ai-assistant-built-wi...

2024-09: "You can now use your voice to talk to Meta AI on Messenger, Facebook, WhatsApp and Instagram DM, and it’ll respond back to you out loud" - https://about.fb.com/news/2024/09/metas-ai-product-news-conn...

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by treis on Thursday October 01, 2026 @12:37PM (#49923947)

Meh those sound mostly like pilots and AFAIK most of this stuff didn't last long.

I agree that at some point it stopped being a pilot and started being a product. So not that interested in arguing exactly when that happened.

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by zeezer0 on Thursday October 01, 2026 @10:17AM (#49922030)

You don't consider Llama an LLM?

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by treis on Thursday October 01, 2026 @12:30PM (#49923854)

It wasn't a product

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by jeremyjh on Thursday October 01, 2026 @11:06AM (#49922663)

There are experiments but the majority of chips now are going into production workloads and Meta isn’t even denying that.

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by danny_codes on Thursday October 01, 2026 @11:14AM (#49922781)

I mean this is clearly a huge stretch. Presumably the intent of this law is to incentivize novel innovation. In this case we incentivize nothing. Data centers are commodities.

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by treis on Thursday October 01, 2026 @12:30PM (#49923848)

LLMs are not and Llama did pretty much exactly what this type of program encourages. It was a pilot that made no money, was thrown away, and spurred a ton of independent research.

This is also a weird split brain with HN. Half the front page is mocking companies for throwing away money on AI. That Chinese models (which surely got a huge boost from LLaMa) are going to render all this investment a gigantic loss.

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Re:Meta Uses A.I. Data Centers to Avoid Billions in Federal ... by kennywinker on Thursday October 01, 2026 @10:21AM (#49922087)

That law is literally privatized profits, public losses.

Companies get a tax break on risks. If they pan out, they keep the profits and the tax break.

Neoliberalism is a scourge.

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