Dreary architectural pictures will be more likely to have electrical boxes, poor materials, etc, so when it moves the buildings from the latent space for cheery bright architectural renderings to dreary wet November architectural renderings, it will be more likely to add some of those details, because that's what's in its latent space.
Don't expect GenAI to be magic.
How do they plan to monetize?
In US almost anything could be discussed - usually only unlawful things are censored by government.
Private entities might have their own policies, but government censorship is fairly small.
Earlier they broke down the door of a US citizen and arrested him in his underwear without a warrant. https://www.pbs.org/newshour/nation/a-u-s-citizen-says-ice-f...
Stephen Colbert has been fired for being critical of the president, after pressure from the federal government threatening to stop a merger. https://freespeechproject.georgetown.edu/tracker-entries/ste...
CBS News installed a new editor-in-chief following the above merge and lawsuit related settlement, and she has pulled segments from 60 Minutes which were critical of the administration: https://www.npr.org/2025/12/22/g-s1-103282/cbs-chief-bari-we... (the segment leaked via a foreign affiliate, and later was broadcast by CBS)
Students have been arrested for writing op-eds critical of Israel: https://en.wikipedia.org/wiki/Detention_of_R%C3%BCmeysa_%C3%...
TikTok has been forced to sell to an ally of the current administration, who is now alleged to be censoring information critical of ICE (this last one is as of yet unproven, but the fact is they were forced to sell to someone politically aligned with the president, which doesn't say very good things about freedom of expression): https://www.cosmopolitan.com/politics/a70144099/tiktok-ice-c...
Apple and Google have banned apps tracking ICE from their app stores, upon demand from the government: https://www.npr.org/2025/10/03/nx-s1-5561999/apple-google-ic...
And the government is planning on requiring ESTA visitors to install a mobile app, submit biometric data, and submit 5 years of social media data to travel to the US: https://www.govinfo.gov/content/pkg/FR-2025-12-10/pdf/2025-2...
We no longer have a functioning bill of rights in this country. Have you been asleep for the past year?
The censorship is not as pervasive as in China, yet. But it's getting there fast.
I've never seen a hard block on network access (how do you install packages/pull images?) but I am sympathetic to wanting to enforce that unit tests run quickly by minimizing/eliminating RTT to networked services.
We've considered the possibility of a local simulator before. Let me know if it winds up being a blocker for your use case.
You pre-build the images with packages installed beforehand, then use those image offline.
Works well for the vast majority of our customers (although we get the very occasional complaint about wanting a dev environment that works offline). The dataset sizes for local dev are usually so small that the cost rounds to free.
It's only occasional because the people who care about dev environments that work offline are most likely to just skip you and move on.
For actual developer experience, as well as a number of use cases like customers with security and privacy concerns, being able to host locally is essential.
Fair enough if you don't care about those segments of the market, but don't confuse a small number of people asking about it with a small number of people wanting it.
And he apologized to you and handed the domain over to you.
And now you've decided, 8 years later, to blow up your relationship with a number of other folks in the industry, over a shitpost and some mild criticism?
Please, for the love of god, just drop this whole thing. Dredging this up from years ago has lost you a supplier of a popular product already, and a number of customers. I know a bunch of people who used to want to buy from the cool woman owned hacker manufacturer, and now won't touch it with a 10 foot pole after everything you've done.
And please, for the love of god, stop hiding behind Limor when people are criticizing you. You have repeatedly claimed that people are harassing Limor, when every single piece of criticism I've seen here has been directed at you or the Adafruit social accounts that you post through. And stop using your child as a shield as well.
You are a public figure, and sometimes people are going to disagree with you. They might find your use of GenAI image models to be problematic. They may find your over-hyping of drama happening in the open source hardware community to be a bit much. But you know what? That's OK. People can disagree with you, and make jokes about that disagreement.
But claiming that you are being harassed because people occasionally make a joke at your expense, blowing up relationships with your suppliers, driving away customers because you expose emails and deadnames (or legal names, in cases where people go by pseudonyms online), and doing it all while using your wife and child as a shield is not very professional behavior.
Step back, take a deep breath, pick your battles, own up to your mistakes, apologize for the places where you've gone wrong, and stop using your wife and child as a shield, and maybe you can repair some of this reputational damage. But you really need to get some distance from this.
This sounds like.. not very much. I eat 6-7oz of ground beef with breakfast alone, pretty much daily! Are people really eating less than ~1/2 cup of meat over all their meals combined?
But the source you were quoting was about beef alone. So these are people who eat more beef daily than I eat of any meat.
So let me start from @jbarrow's comment: "AI written, generated from the codebase."
My actual learning process looked like this:
1. I walked through the nano-vLLM codebase, asking Claude Code some high-level questions to warm up. 2. Then I asked detailed questions one by one, let it explore, and double-checked the code myself. As someone without an ML background, it sometimes took hours to understand a single concept. 3. Once I felt I understood enough, I started drawing Excalidraw diagrams to explain what I learned.
Does this count as "generated from the codebase"? I don't think so.
Where we might disagree is the writing process.
As a non-native English speaker, my workflow looks like this:
1. Write a short paragraph (<100 words), then ask my writing agent to "fix this for readability and grammar." 2. Review the output. *If it changes any technical meaning, I correct it.* I consider this a responsible way to write a tech blog. 3. Move to the next paragraph.
Is this "AI-written"? I'd call it "AI-assisted." Every idea in every sentence is mine. Honestly, things like "em dashes" never stood out to me when reviewing. I suspect that's common for non-native speakers.
I wrote this comment the same way. The LLM fixed 14 grammar mistakes that I think would distract readers more than any LLM-ish phrasing.
That said, I'm open to suggestions on how to improve my writing process :)
I don't think that assumption is correct. As you can see by the discussion we're having here, the LLM "fixed" text is actually quite distracting, while text written by a reasonably proficient non-native speaker is generally perfectly readable. It's only if your English is extremely poor to non-existant that it makes more sense to use machine translation or editing rather than writing it yourself.
One problem is that people are becoming quite sensitive to slop, where people just post completely unreviewed, AI generated text. It's quite frustrating, because it's asking readers to read something that no one has ever bothered to write, and it frequently crowds out discussion that people are more interested in. So everyone is kind of hyper-sensitive to signs of AI written text right now, which means when you start to see such signs, your brain moves over to trying to interpret whether it's AI generated rather than reading the text itself.