There was an recent article on X with an interesting take - it could be that companies are doing layoffs not because AI is making them more productive but because it hasn't. Their costs have gone up paying for expensive AI but haven't seen any revenue benefits to offset it.
Article https://x.com/championswimmer/status/2051807284691612099
Rings true because now teams end up building a lot of things that may or may not have alignment to customer/business needs.
The slow part has always been figuring out exactly what the customer/business actually needs, not the coding. Now teams are throwing money at tokens without solving the "who's buying this?" part appropriately and end up just building excess.
All judgement seems to have gone out the window.
They're laying off the people who can't produce a minimum of 2x with AI, and keeping the maximalists with no life outside of work barely keeping up with the 100k LOC a week they're shipping to prod.
Suits have an idea of what the New Model Coder should be, and it's not people who don't burn through 100,000,000 tokens a week.
This links closely with this article i came across: https://readuncut.com/the-social-contract-is-broken/ how basically corporations are pursuing greed at such high levels.
This is no that far fetched... I don't think it's that common that a customer sits on the fence and says "If only company X had Y on their feature list I'll be a paying customer". So the speed at which the company now runs through its roadmap does not equate to new customers joining.
Personally, I think AI is just a convenient scapegoat for these mass layoffs. Also, these kinds of announcements contribute to sustaining the AI hype which all tech investors benefit from. And investors looove hearing about mass layoffs, stock goes up every time without fail.
I mean even this blog from Cloudflare reads a little like that.
I wouldn't argue that it doesn't give any benefits. However, it's not worth the current cost unless you already own RTX PRO 6000 to run any reasonable LLM. I'm using Claude Free and I'm happy with what I get, especially for the cost of $0.
I'm eagerly waiting for the prices to come down so I can upgrade my PC to AM5 and run Gemma 4.
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This genuinely wouldn't surprise me, and I need to go back to looking at balance sheets to see if I can sus out the validity of that narrative. As AI subsidization ends prematurely and costs skyrocket, we should expect to see those costs reflected in the operation statements of major customers.
Since I had Coinbase up for review already, I decided to peek there first for any sort of correlation. In 2023, their "Technology and Development" line item shows $1.32bn going out, and by 2025 it'd ballooned to $1.67bn. This is despite headcount actually contracting by almost a thousand people between those two statements, which would normally mean a smaller technology spend since a lot of corporate software is seat-based nowadays. This suggests that yeah, actually AI spend is creating a heavier drag on the balance sheets and it's being offset with layoffs since the "job replacement" narrative is strong. That said, I'd need to check dozens' more balance sheets to draw any sort of industry-wide conclusion.