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A bit of a moving target there, especially with the definition of medium data on disk considering the rise of high speed NVMe vs spinning metal. Makes me wonder if the 00s 'Big Data' era and the resulting infra is largely just outdated now...

Not really a comment on laptops, but I recently built a new desktop for the first time in nearly two decades. I'm sure that there has been some innovation in the space, but overall I was surprised that everything just seemed... the exact same?

PCI slots are from the 90s. DIMM from the 90s. SATA from the early 00s. LGA sockets from the mid 00s.


Not a biggie, but might want to update the reference to 'Ironclaw' in the Try Ironclaw link at the top of dench.com

Oh yea

“Thanks for the heads up!” is what I would have said…

In almost every category meaningful differentiation is a myth. It sounds nice to tell yourself you've got it and talk about moats or whatever, but it misses the point.

What people usually mean when they talk about differentiation is distinctiveness [1]. Design isn't a differentiator for these watches it's about being distinctive. At the end of the day when telling the time is commoditized, and expensive watches are just a status symbol it's all you've got.

[1] - https://marketingscience.info/news-and-insights/differentiat...


It is difficult to get a man to understand something, when his salary depends on his not understanding it.


> Other sectors are missing out on investment limiting their growth and stalling the economy.

Would love to know what sectors you would say are obviously under invested. Sounds like an opportunity.


The U.S. gov't is now committing a sizeable chunk of GDP to investments and subsidies to AI companies and data centers and has reduced overall investment in wind and solar.


Brutally cold capitalist take. Go walk around your city, friend; remember the tragedy of the commons. There is a lot that needs to be done that isn't being done, because we're soaking up people's life's work on this effort that we don't even know the end goal of. It could result in some awful outcomes for everyone if not guided correctly, and it seems like it's not being guided at all - or worse, it's being guided by the Department of War.


Everything that produces useful stuff or does useful stuff.


9 amazing words right here


With launch costs finally falling there really could be more investment into space related technologies.


"Ads that support free access and don’t change ChatGPT answers."

I understand what they're trying to say but this statement is factually incorrect. Answers never used to have ads, and now they do.

In the very first example, if ChatGPT wasn't running ads Heirloom Groceries wouldn't show up, therefore it is a different answer.

OpenAI is splitting hairs and implying that the ad and the 'answer' are two separate components making up a response, but that is not how users will see things, and OpenAI will have ever increasing incentives to blur the two.


It's correct in the same way as saying ads in the New York Times don't change the articles. Seems fair.


I think a better comparison is saying that search ads don't change search results (but it does change the results page).

The point is that the language and nuance ends up being lost on a large portion of the audience.


Funny, because the impact of introducing ads on the editorial line of any publication that does it is very real. I'd expect the same from ChatGPT.


Just like some youtube content with built-in ads about AI tools while the video is bushing on AI tools


But they do?


doesnt it just mean the ad isnt part of the context? that they are isolated from each other and the ad cant steer the conversation?

I get what youre saying, but I do think its important for them to point out the ad is sandboxed.


I totally agree, but the framing is critical.

I guess the question is, when I write a prompt into ChatGPT is the answer the entire response I get back, or is the answer just one part of the response I get back.

To date the entire response = the answer and so users likely see them as synonymous. That metaphor is being broken now and we're saying "no actually the response contains multiple things and only one part of it is the 'answer'".

Maybe I'm the one splitting hairs though.


How does the LLM know that the HTML and the API are the same? If an LLM wants to link to a user to a section of a page how does it know how to do that from the API alone?

You introduce a whole host of potential problems, assuming those are all solved, you then have a new 'standard' that you need to hope everyone adopts. Sure WP might have a plugin to make it easy, but most people wouldn't even know this plugin exists.


If only Arch supported Arm.


I run Arch Linux on my M1, is that not arm?


No, you run an Arch derivative.

> Arch Linux is an independently developed, x86-64 general-purpose GNU/Linux distribution that strives to provide the latest stable versions of most software by following a rolling release model.

- https://wiki.archlinux.org/title/Arch_Linux

> This page complements the Installation guide with instructions specific to Apple Macs. The Arch installation image supports Apple Macs with Intel processors, but neither PowerPC nor Apple Silicon processors.

(emphasis mine)

- https://wiki.archlinux.org/title/Mac

(FWIW, I understand that there is benefit to good coverage of a narrower scope, but I do wish Arch would fold https://archlinuxarm.org/ into the main project and be officially multi-arch, but that is not the world we live in.)


Arch package manager here, there is ongoing work behind the scenes to support multiple architectures (aarch64, riscv, etc), but as our volunteers (myself included) are doing this in our free time, progress is up in the air.


That's great to hear:) Given the long-term existence of eg. https://archlinux32.org/ and https://archlinuxarm.org/ I had always assumed that this was purely a question of policy and that Arch had no interest in supporting anything else. I found https://rfc.archlinux.page/0032-arch-linux-ports/ ; is there anything else I could read to catch up on the state of things?


Core arch linux doesn't support it, it's an offshoot.


Here's my incredibly cynical take.

First they moved away from this in 4o because it led to more sycophancy, AI psychosis and ultimately deaths by suicide[1].

Then growth slowed[2], and so now they rush this out the door even though it's likely not 'healthy' for users.

Just like social media these platforms have a growth dial which is directly linked to a mental health dial because addiction is good for business. Yes, people should take personal responsibility for this kind of thing, but in cases where these tools become addicting, and they are not well understood this seems to be a tragedy of the commons.

1 - https://www.theguardian.com/technology/2025/nov/07/chatgpt-l...

2 – https://futurism.com/artificial-intelligence/chatgpt-peaked-...


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