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Lifespan of AI Chips: The $300B Question

https://blog.citp.princeton.edu/2025/10/15/lifespan-of-ai-chips-the-300-billion-question/
2•sohkamyung•3h ago

Comments

alganet•2h ago
> Technical analyses have converged on estimating the useful lifespan of AI chips at one to three years.

Technical analysis is not good enough. It hides some tricks these companies seem to be relying upon.

If you buy/manufacture a bleeding edge server chip, and you don't use it, then you can resell it or repurpose it into an end consumer product.

I already explained this. It is what happened with Xeon processors. Lots of obsolete server chips that chinese manufacturers found a way to repurpose into competitive mid-tier end user machines. I think that's a significant event that ties in directly to the bubble we're seeing.

I also already explained why I believe M4 mac minis are a product of a similar practice. A little less obscene because it's mostly inside the same company, with no way of selling the same chip twice to different buyers.

These new deals are just the next iteration of this trick, in which the surpluses of overscaling are being dealt beforehand instead of waiting for them to become e-waste.

I also believe the confidence these companies have in this trick is overestimated. It works for Apple (for now) because they have a loyal customer base willing to buy newer versions even if the new versions are not that better than the previous.

This also explains why the cycles of hardware generations are getting shorter.

The application layer accounts for what percentage of produced components (the max they can build, presumably) will be used (instead of saved for being repurposed). It's not holding the whole thing together.

The more I look into it, the more it seems that it's going that way. For example, the Broadcom deal could be a sign of guaranteeing a supply of wifi chips, necessary to make end user products from the obsolete server parts that were not used in datacenters.

Again, I could be wrong, but I don't think I am. The predictions I'm making for these moves can be tested with time, and we will see what happens. There are ways it can go terribly wrong.

Show HN: Achilleus – Security monitoring for agencies managing client websites

https://www.achilleus.so/
2•rangapin•1m ago•0 comments

Patent Array Analysis Using a Combination of ClickHouse and HDFS

https://link.springer.com/chapter/10.1007/978-3-031-67685-7_3
1•teleforce•2m ago•0 comments

Show HN: Shorter – search for shorter versions of your domain

https://shorter.dev
1•aanesn•6m ago•0 comments

Secure Boot bypass risk threatens nearly 200K Linux Framework laptops

https://www.bleepingcomputer.com/news/security/secure-boot-bypass-risk-on-nearly-200-000-linux-fr...
2•gnabgib•12m ago•0 comments

Show HN: AI body double for ADHD (voice agent that checks in while you work)

https://mindkite.app
2•mmuk2002•13m ago•1 comments

Practicing Difficulty

https://kirkhamilton.substack.com/p/practicing-difficulty
1•chr15m•15m ago•0 comments

How Charlie Chaplin used his uncanny resemblance to Hitler to fight fascism

https://www.npr.org/2025/10/15/nx-s1-5554555/the-great-dictator-charlie-chaplin-anniversary-hitler
2•1659447091•16m ago•0 comments

New Alzheimer's Treatment Clears Plaques from Brains of Mice Within Hours

https://www.sciencealert.com/new-alzheimers-treatment-clears-plaques-from-brains-of-mice-within-h...
6•amichail•23m ago•0 comments

China 'stole vast amounts' of classified UK documents

https://www.cityam.com/china-stole-vast-amounts-of-classified-uk-documents/
4•jnord•23m ago•0 comments

UTF-8, Explained Simply [video]

https://www.youtube.com/watch?v=vpSkBV5vydg
2•ibobev•26m ago•2 comments

China Issues Export Restriction Documents in Domestic File Format

https://www.scmp.com/economy/china-economy/article/3328782/sending-message-beijing-issues-documen...
2•Snoozus•31m ago•0 comments

How A Liver Goes from a Brain Dead Donor to a Living Recipient

https://www.asimov.press/p/liver
2•maxall4•33m ago•0 comments

Show HN: Smusic.ai – Free AI-Powered Music Generator in the Browser

https://www.smusic.ai
1•jerseywu•33m ago•0 comments

Hull Failure and Implosion of Submersible Titan

https://www.ntsb.gov:443/investigations/Pages/DCA23FM036.aspx
3•jonchang•35m ago•0 comments

Ask HN: What are your go-to websites for honest consumer electronics reviews?

4•ronbenton•38m ago•1 comments

Coral NPU: A full-stack platform for Edge AI

https://research.google/blog/coral-npu-a-full-stack-platform-for-edge-ai/
1•LER0ever•40m ago•0 comments

Show HN: Simulation of the Tech Industry in 2027

https://www.marbleos.com/?os=m
2•breadsniffer•42m ago•2 comments

All the Money, None of the Satisfaction

https://ofdollarsanddata.com/all-the-money-none-of-the-satisfaction/
2•throw0101d•56m ago•0 comments

Author Interview: Antenna Engineering and Radiowave Propagation with Matlab

https://blog.artechhouse.com/2025/10/09/exclusive-interview-from-our-author-osama-w-ata/
3•teleforce•57m ago•0 comments

Catching the Winds of Luck (2025) [video]

https://www.youtube.com/watch?v=P9rqjxLaQOY
2•suriya-ganesh•1h ago•1 comments

Towards Logic: The Language of AI

https://arxiv.org/abs/2510.12269
3•cmogni1•1h ago•0 comments

Tether CEO Paolo Ardoino: 'Bitcoin and Gold Will Outlast Any Other Currency'

https://www.coindesk.com/markets/2025/10/12/tether-ceo-paolo-ardoino-bitcoin-and-gold-will-outlas...
1•PaulHoule•1h ago•0 comments

I'm recomming my customers switch to Linux rather that Upgrade to Windows 11

https://www.scottrlarson.com/publications/publication-windows-move-towards-surveillance/
80•trinsic2•1h ago•51 comments

EU gets what it asked for, there is no charger in the MacBook Pro box

https://appleinsider.com/articles/25/10/15/eu-gets-what-it-asked-for-there-is-no-charger-in-the-m...
4•josephcsible•1h ago•0 comments

How to "Teach" AI to Teenagers

https://christinaasquith.substack.com/p/how-to-teach-ai-to-teenagers
1•claynicholson•1h ago•0 comments

Craft, not fame, makes your story worth telling

https://herbertlui.net/craft-not-fame-makes-your-story-worth-telling/
3•herbertl•1h ago•0 comments

The Pentagon Press Corps Is Gone

https://www.cjr.org/news/the-pentagon-press-corps-is-gone.php
9•throw0101d•1h ago•0 comments

PostgREST: REST API for any Postgres database

https://docs.postgrest.org/en/v13/index.html
1•pykello•1h ago•0 comments

Who's Submitting AI-Tainted Filings in Court?

https://cyberlaw.stanford.edu/whos-submitting-ai-tainted-filings-in-court/
3•cratermoon•1h ago•0 comments

AI Agent Poetry

https://agentpoetry.com/
3•gnanagurusrgs•1h ago•0 comments