I keep wondering how many things like this need to happen before the other shoe drops and the ring-around-the-rosie investment structure collapses. It's become very obvious that "AI" in its current form isn't going to turn a profit, at least not in the short term.
The "They" here are the folks who are currently investing in 'selling' AI solutions to other companies. OpenAI, Microsoft, Google's Gemini, and a slew of AI-backed startups are good examples.
They don't need AI to turn a profit.
They need AI to be seen as widely adopted and "a part of life".
They need certain categories of folks (CEOs, CIOs, Boards of Directors) to see AI as valuable enough to invest in.
They need to keep up the veneer of success long enough to make their investments attractive to acquisition by Private Equity or to an IPO.
They need to juice the short-term stock price.
Their goal isn't to produce a long-term business, their goal is to raise short-term returns to the point that the investors get a nice return on their investment, and then it becomes someone else's problem.
"How money works" YouTube channel had a nice video about this trend in particular going back to making stock buybacks legal in 1982 I think, which made CEO and execs wealth acquisition driven not by a long successful career with healthy margins and dividends, but a short-tenured local maximum pump-and-dump and a hold-the-bag game funded by endless fiat currency which is printed on the backs of other people. Other people's money , Gordon Gecko, they're not just real, they're celebrity sociopaths running us into the ground because of a fragile ego.
Oh it's gonna turn a profit to someone, especially when market cools down into "it's just a service making some things easier/more efficient" (and not "will replace all the expensive experts company needs, but never the people pushing for it in the company").
Just not whoever ends up with the bag of now far less valuable stock.
Is "Microsoft Lowers AI Software Growth Targets as Customers Resist Newer Products" really "way different" than sales quotas?
Or more to the point,
a statement from Microsoft PR spinning it as "growth targets" doesn't prove they haven't also lowered sales quotas in some divisions.
Even if the Microsoft spokesperson is being completely honest,
lower growth targets is still evidence of weakness in the AI bubble.
Yes, that’s why we all do our meetings in the metaverse, and then return home on our segways to watch some 3d tv, while the robotic pizza making van delivers robot-made pizza.
Ultimately, you can spend what you want; if the product is bad people won’t use it.
I'm intrigued by this thought, and I'm not sure it's the right way to look at the current situation.
Think about it via a manufacturing analogy. I think we can all agree that modern cnc machining is much better for mass manufacturing than needing to hire an equivalent number of skilled craftspeople to match that throughput.
Imagine we had a massive runup of innovation in the cnc manufacturing industry all in one go. We went from cnc lathes to 2d routing tables to 3, then 4, then 5 axis machining all in the span of three years. Investment was so sloshy that companies were just releasing their designs as open source, with the hope that they'd attract the best designers and engineers in the global race to create the ultimate manufacturing platform. They were imagining being able to design and manufacture the next generations of super advanced fighter jets all in one universal machine.
Now these things are great at manufacturing fully custom one-off products, and the technicians who can manipulate them to their fullest are awestruck by the power they now have at their fingertips. They can design absolutely anything they could imagine.
But you know what people really want? Not fighter jets, but cheap furniture. Do you know what it takes to make cheap furniture? Slightly customized variants of the early iterations that were released as open source. Variants that can't be monitized by the companies that spent millions on designing and releasing them.
The tech might work great, but that doesn't mean the investment pays off with the desired returns.
AKA "too big to fail". The interests of major and early AI capital owners will be prioritized over those of the later capital and non-capital-owning public.
Along with the Xbox app and eye tracking software that took forever to get rid of (with many-many steps--that still got reinstalled with subsequent updates) out of my "Professional" Windows installation, having co-pilot embedded in every screen finally convinced me to switch to Linux--forever.
Linux is fine now, and has been for at least the past 5 years if not more. Even HiDPI works just fine now which has been a pain point for a while (at least, it works great on KDE).
That being said, my daily driver is macOS ever since apple silicon released, purely due to the laptop hardware. I keep a reasonably powerful Beelink mini PC mounted under my desk running ubuntu server and most of my work happens there over SSH with Tailscale. If you're primarily a laptop user, I'd definitely recommend this set up (or something similar), you get the best of both worlds.
I switched a month or two on my desktop. Then when that turned out good, I switched my laptop to Linux, too. No hardware issues on either one, and the WiFi on the laptop works just fine. (My desktop is connected by Ethernet.)
Just like Windows 11 isnt Windows 95, Linux today isnt Linux from 1995. Even if you use Arch, with nothing configured, still in the install CLI its pretty much just:
'station wlan0 connect "SSID"'
'enter Password:*** '
Done
and this is the worst case scenario, with arch, a minimalist distro, where most things arent there or configured by default.
raises hand As of this month, my Windows-only desktop gaming computer is now dual-boot, and I only boot back to Windows for a particular game.
The main pain-point was that the remote backup service had no Linux client. I ended up solving it with restic, but I acknowledge that isn't a turnkey solution for archetypal Aunt Tillie.
I built a new desktop PC last fall and every Linux distro I have tried this year has WiFi working out of the box. Contrast that with Windows where I need to keep the drivers on a USB stick so I can bootstrap myself on a fresh install
The MacBook I use for work sucks and has weird issues when it wakes up from sleep. I've started having to restart my computer to fix them. I can't remember the last time I've had to do that.
I do not participate in the Microsoft ecosystem except only when needed. And every time I have to buy something on someone’s behalf, I can’t just buy or subscribe to The Thing, I have to get all of Office and cloud storage when all they need is an email box.
They forced all personal accounts to "upgrade" to more expensive AI plans, but the trick was that they presented the change as if it were a general price increase when the old plans actually still existed, albeit buried at the bottom of a chasm. The only way to revert back was to attempt to cancel your subscription at which point they'd relent and offer the non-AI plans again.
Where is AI actually selling and doing well? What's a good resource for these numbers? What are the smaller scale use-cases where AI is selling well?
I am generally curious, because LLMs, VLMs, generative AI, advances are proving useful, but the societal impact scale and at this the desired rate is not revealing itself.
I am running a container on an old 7700k with a 1080ti that gives me vscode completions with rag with similar latency and enough accuracy to be useful for boilerplate etc…
That is something I would possibly pay for but as the failures on complex tasks are so expensive, this seems to be a major use case and will just be a commodity.
Creating the scaffolding for a jwt token or other similar tasks will be a race to the bottom IMHO although valuable and tractable.
IMHO they are going to have to find ways to build a mote, and what these tools are really bad at is the problem domains that make your code valuable.
Basically anything that can be vibe coded can be trivially duplicated and the big companies will just kill off the small guys who are required to pay the bills.
Something like surveillance capitalism will need to be found to generate revenue needed for the scale of Microsoft etc…
Most of my family uses ChatGPT instead of Google to answer questions, despite my warnings that it’ll just make stuff up. I definitely Google much less now than I used to, directing a fair amount of that into ChatGPT instead.
that's frankly mostly because google search got so massively worse... I'd still use google more if not for the fact the stuff I asked it 5 years ago and got answer no longer provides useful answers
you can check on trustmrr.com (mostly indie/solo businesses) that a large chunk of those smaller companies make money by selling AI video generation and other genAI services.
I think I meant whatever came after WinXP which I recall was the last solid version. Either way, I sort of switched to Linux in those years and never looked back again...
Not really. They started doing the "easy-to-use" alternative configuration panels in Vista. Windows Vista also started requiring driver signatures, making it impossible to write your own device drivers without going into the ugly test mode on every boot.
Windows XP was the pinnacle, with everything working just as it should.
VSCode? Even if some peeps don't like it out of principle because it's an Electron app, it's undeniable that it is extremely popular (...and is actually a lot more lightweight and snappier than 'real' IDEs like VStudio or Xcode, or the various Java-based IDEs).
Well they've been making improvements to Notepad, like now it has tabs, and you can close it without saving a single one, sort of how I used Sublime Text for note tracking.
I meet with enterprise clients who explore things like Copilot Studio.
Microsoft platforms move too slowly too keep up with innovation pace, and suffer from classic platform restriction in regards to building useful, relevant, and *reliable* integrations into business systems.
My advise is to always start from scratch with AI, e.g. "build your own agent" and focus intimately on the rules/guardrails and custom tools you need for that agent to create value. A platform can't do that for you in current day.
MSFT needs to stay focused on O365 and coding tools with very simple UX wins. Not introduce custom agent platforms and auto-embed intrusive agents where no one asked for them.
Microsoft's Power Platform should be a big advantage. If you already have your data in Outlook/SharePoint, the PowerPlatform makes it easy to access. Unfortunately I've encountered several roadblocks deploying CoPilot Studio & Power Platform for my enterprise. Note: I'm using GCC, so everything is worse than normal.
1) Incomplete integration. Often I just want to write a prompt to create structured data from unstructured data. e.g. read an email and create a structured contact record. There's a block for this in Power Platform, but I can't access it. Studio can do this pretty well, but...
2) CoPilot Studio sucks at determinism. You really need to create higher level tools in Power Automate and call them from Studio. Because of (1) this makes it hard to compose complex systems.
3) Permissions. We haven't been able to figure out a secure way for people to share Copilot Studio agents. This means you need to log into studio and use the debug chat instead of turning the agent on in the main Copilot interface.
4) IDE. Copilot Studio bogs down real fast. The UI gets super laggy, creating a terrible DX. There should be a way to write agents in VScode, push the definitions to source control, and deploy to Copilot, but it isn't obvious.
5) Dumb By Default. The Power Platform has hooks into Outlook and Active Directory. Copilot has access to the latest OpenAI models. CoPIlot Studio has an MCP server for Calendar. Out of the box I should be able to tell CoPilot "schedule a 30min meeting with Joe and Larry next week." Nope. Maybe if I struggle through CoPilot Studio to create an agent? Still no. WTF Microsoft.
I guess I'll stop there. I really wanted to like Copilot studio, but it just didn't deliver. Maybe I'll circle back in a couple months, but for now I'm exploring other platforms.
PS don't even get me started on how we were so excited to retire our home-grown chat front end for the Azure OpenAI Service in favor of Copilot, only to have our users complain that Copilot was a downgrade.
PPS also don't talk to me about how CoPilot is now integrated into Windows and SIGNS YOU INTO THE FREE COMMERCIAL SERVICE BY DEFAULT. Do you know how hard it is to get people to use the official corporate AI tools instead of shadow AI? Do you know how important it is to keep our proprietary data out of AI training sets? Apparently not.
Not surprised. Just bought a office 365 sub that comes with 60 AI tokens. Cool so tried to figure out what that means.
Answer - 60 shots of generation/summarization etc per month. ie way below even casual use.
Ok so maybe the copilot chat works well if I’m logged in with my paid account then? Nope. Slow and often generates empty code cells. (The enterprise version at work never has issues).
ie between low quota and broken tech their consumer level office AI is literally of no use to me.
Readit News
They don't need AI to turn a profit.
They need AI to be seen as widely adopted and "a part of life".
They need certain categories of folks (CEOs, CIOs, Boards of Directors) to see AI as valuable enough to invest in.
They need to keep up the veneer of success long enough to make their investments attractive to acquisition by Private Equity or to an IPO.
They need to juice the short-term stock price.
Their goal isn't to produce a long-term business, their goal is to raise short-term returns to the point that the investors get a nice return on their investment, and then it becomes someone else's problem.
Just not whoever ends up with the bag of now far less valuable stock.
https://www.cnbc.com/video/2025/12/03/microsoft-have-not-low...
Even if the Microsoft spokesperson is being completely honest, lower growth targets is still evidence of weakness in the AI bubble.
Ultimately, you can spend what you want; if the product is bad people won’t use it.
Think about it via a manufacturing analogy. I think we can all agree that modern cnc machining is much better for mass manufacturing than needing to hire an equivalent number of skilled craftspeople to match that throughput.
Imagine we had a massive runup of innovation in the cnc manufacturing industry all in one go. We went from cnc lathes to 2d routing tables to 3, then 4, then 5 axis machining all in the span of three years. Investment was so sloshy that companies were just releasing their designs as open source, with the hope that they'd attract the best designers and engineers in the global race to create the ultimate manufacturing platform. They were imagining being able to design and manufacture the next generations of super advanced fighter jets all in one universal machine.
Now these things are great at manufacturing fully custom one-off products, and the technicians who can manipulate them to their fullest are awestruck by the power they now have at their fingertips. They can design absolutely anything they could imagine.
But you know what people really want? Not fighter jets, but cheap furniture. Do you know what it takes to make cheap furniture? Slightly customized variants of the early iterations that were released as open source. Variants that can't be monitized by the companies that spent millions on designing and releasing them.
The tech might work great, but that doesn't mean the investment pays off with the desired returns.
That being said, my daily driver is macOS ever since apple silicon released, purely due to the laptop hardware. I keep a reasonably powerful Beelink mini PC mounted under my desk running ubuntu server and most of my work happens there over SSH with Tailscale. If you're primarily a laptop user, I'd definitely recommend this set up (or something similar), you get the best of both worlds.
EDIT: I was also able to connect to my solar panel gateway trivially from the CLI just a few days ago.
Sleep/Hibernate on the other hand; well, let's just say that fast boot times "solved" those issues.
The main pain-point was that the remote backup service had no Linux client. I ended up solving it with restic, but I acknowledge that isn't a turnkey solution for archetypal Aunt Tillie.
Well, unless someone gets recommended Arch Linux as a first Linux experience
I do not participate in the Microsoft ecosystem except only when needed. And every time I have to buy something on someone’s behalf, I can’t just buy or subscribe to The Thing, I have to get all of Office and cloud storage when all they need is an email box.
Then Australia slapped Microsoft over the head and forced them to apologize: https://news.microsoft.com/source/asia/2025/11/06/an-apology...
I am generally curious, because LLMs, VLMs, generative AI, advances are proving useful, but the societal impact scale and at this the desired rate is not revealing itself.
That is something I would possibly pay for but as the failures on complex tasks are so expensive, this seems to be a major use case and will just be a commodity.
Creating the scaffolding for a jwt token or other similar tasks will be a race to the bottom IMHO although valuable and tractable.
IMHO they are going to have to find ways to build a mote, and what these tools are really bad at is the problem domains that make your code valuable.
Basically anything that can be vibe coded can be trivially duplicated and the big companies will just kill off the small guys who are required to pay the bills.
Something like surveillance capitalism will need to be found to generate revenue needed for the scale of Microsoft etc…
what does lorraine williams have to do with this?
Windows XP was the pinnacle, with everything working just as it should.
Also indirectly: DirectX saved Linux gaming ;)
Microsoft platforms move too slowly too keep up with innovation pace, and suffer from classic platform restriction in regards to building useful, relevant, and *reliable* integrations into business systems.
My advise is to always start from scratch with AI, e.g. "build your own agent" and focus intimately on the rules/guardrails and custom tools you need for that agent to create value. A platform can't do that for you in current day.
MSFT needs to stay focused on O365 and coding tools with very simple UX wins. Not introduce custom agent platforms and auto-embed intrusive agents where no one asked for them.
1) Incomplete integration. Often I just want to write a prompt to create structured data from unstructured data. e.g. read an email and create a structured contact record. There's a block for this in Power Platform, but I can't access it. Studio can do this pretty well, but...
2) CoPilot Studio sucks at determinism. You really need to create higher level tools in Power Automate and call them from Studio. Because of (1) this makes it hard to compose complex systems.
3) Permissions. We haven't been able to figure out a secure way for people to share Copilot Studio agents. This means you need to log into studio and use the debug chat instead of turning the agent on in the main Copilot interface.
4) IDE. Copilot Studio bogs down real fast. The UI gets super laggy, creating a terrible DX. There should be a way to write agents in VScode, push the definitions to source control, and deploy to Copilot, but it isn't obvious.
5) Dumb By Default. The Power Platform has hooks into Outlook and Active Directory. Copilot has access to the latest OpenAI models. CoPIlot Studio has an MCP server for Calendar. Out of the box I should be able to tell CoPilot "schedule a 30min meeting with Joe and Larry next week." Nope. Maybe if I struggle through CoPilot Studio to create an agent? Still no. WTF Microsoft.
I guess I'll stop there. I really wanted to like Copilot studio, but it just didn't deliver. Maybe I'll circle back in a couple months, but for now I'm exploring other platforms.
PS don't even get me started on how we were so excited to retire our home-grown chat front end for the Azure OpenAI Service in favor of Copilot, only to have our users complain that Copilot was a downgrade.
PPS also don't talk to me about how CoPilot is now integrated into Windows and SIGNS YOU INTO THE FREE COMMERCIAL SERVICE BY DEFAULT. Do you know how hard it is to get people to use the official corporate AI tools instead of shadow AI? Do you know how important it is to keep our proprietary data out of AI training sets? Apparently not.
Answer - 60 shots of generation/summarization etc per month. ie way below even casual use.
Ok so maybe the copilot chat works well if I’m logged in with my paid account then? Nope. Slow and often generates empty code cells. (The enterprise version at work never has issues).
ie between low quota and broken tech their consumer level office AI is literally of no use to me.