Deepseek is cheap and fast, but it couldn't follow the basic directions I gave every other model (GLM, Qwen, GPT, Claude) to use red/green TDD. Put me off of using DS.
The UI design gap is something I’ve noticed as well, in things as simple as ASCII diagrams. Claude has a more human touch. All the diagrams GPT 5.6 generated for me were dressed up lists with too many pipe symbols.
> "Quite frankly, the biggest issue we are now having is not a compute glut, but it's power and it's sort of the ability to get the builds done fast enough close to power," he told the show's hosts. "So if you can't do that, you may actually have a bunch of chips sitting in inventory that I can't plug in. In fact, that is my problem today. It's not a supply issue of chips. It's actually the fact that I don't have warm shells to plug into."
The company my brother works for (fairly small) is involved in the construction and maintenance of the electrical side of the data grid. Apparently they need to hire at least 20 people a month for the foreseeable future to keep up with demand, as they're already booked out with projects into 2030 or something like that.
Overall, it's not exactly a ton of jobs for how much money is going into them, but it isn't nothing.
> Overall, it's not exactly a ton of jobs for how much money is going into them, but it isn't nothing.
I’m not disputing that data center buildouts will have some localized job creation, but the net effect of all those data centers will be overwhelmingly negative on employment if everything the AI companies are saying is true
> Calling data centers “job creating infrastructure” seems like a bit of an oxymoron
That's your original point, which is wrong since, as you admitted, data center boom is clearly creating jobs.
If you meant those jobs are offset by the negative effect of AI in general if we believe AI companies, a study by Anthropic was actively discussed here a few days ago. TLDR: they don't believe there will be mass unemployment because of AI
“Job-creating infrastructure” would be infrastructure that creates jobs. A chamber of commerce, small business lenders, startup accelerators etc. Building infrastructure of any kind has a temporary positive effect on employment. The builder jobs have nothing to do with the purpose of the infrastructure.
I’m sure Anthropic is saying that now, but there’s no escaping the fact that they and OpenAI repeatedly harped on how it would eliminate mass amounts of jobs for years. Or the mass layoffs blamed on AI that we have already seen.
> “Job-creating infrastructure” would be infrastructure that creates jobs. A chamber of commerce, small business lenders, startup accelerators etc.
Such a bizarre logic. Since when a chamber of commerce or startup accelerators are infrastructure?
Railways or roads are job creating infrastructure, did you see road building or maintenance jobs disappear? Same with data centers, themselves and the infrastructure to support them such as energy.
> I’m sure Anthropic is saying that now, but there’s no escaping the fact that they and OpenAI repeatedly harped on how it would eliminate mass amounts of jobs for years
This is what you said earlier: "but the net effect of all those data centers will be overwhelmingly negative on employment if everything the AI companies are saying is true"
Anthropic is evidently not saying that. Now you're saying maybe they are not but they imply to, or hope for that. Weasel words, don't you think?
I too believe that AI will cause massive uncertainty in society. However anyone who pretends to know with any certainty how our AI shaped future will be is just that, pretentious.
You must be misinterpreting. You believe that organizations that promote small business growth don’t count as underlying systems for job creation? Really?
Per Wikipedia:
> Infrastructure is the set of facilities and systems that serve a country, city, or other area, and encompasses the services and facilities necessary for its economy, households and firms to function.
Let me separate “job creating infrastructure” and “infrastructure that creates jobs” as distinct ideas. Infrastructure is not just physical. Railroads and highways are transportation infrastructure. Data centers are infrastructure, but their primary purpose is not job creation. Any jobs created are tangential to the purpose of supplying networked computer resources. Labor is a cost center for a data center, and their owners aren’t aiming to kill their profit margins.
I wasn’t aware of Anthropic’s recent statements on the matter. And frankly I don’t know why I’d believe that they are being honest when it seems pretty obvious that it’s a play to rehab their reputation. For years they said it would make a majority of jobs obsolete with the heavy implication that their B2B value prop is reducing labor costs.
Republican south states have also decided to reject science and embrace fossil fuels - global warming shall be the problem of our grandchildren, feel free to build as many gas turbines as you wish!
Yeah I know. Sadly, burning gas and coal is still the cheapest easiest way to rapidly deploy a lot of power, and Texas is all about it.
Renewables can compete but take longer to build. Nuclear is more expensive and takes forever to build. Maybe SMRs will happen but I’m not holding my breath. It’s harder than it sounds to scale that.
SMR are a pipe dream IMO. Proper modern reactors can be built relatively quickly (see China using French designs) but our lawyer-driven system makes it impossible to build infrastructure).
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