Is this a potential alternative to Open Web UI?

People who used AI tools for hints and clarification had a much easier time once the chatbot was removed when compared to those who used the bot to essentially prompt the answers.

Probably important for people who want to get some of the benefits of AI without paying the heavier costs. This reminds me of how I used Wolfram Alpha understand solving integrals in multivariate calculus. I paid for subscription that allowed viewing the steps it made to reach a solution. That helped me understand how the different strategies get applied in integration.

This is the intelligent non-invasive way to implement this. Basically using a similar cryptographic signing scheme as SSL certificates. We’ve known how to do this for decades.

I got an 11th gen Intel board. The one with the CMOS battery design defect. 😅

If Ubuntu works well somewhere, chances are so does Debian. Especially if the last-but-one Ubuntu release works well.

Lmk if you want to know anything else.

Not necessarily Big Tech’s AI, but “a program” that can automate this part of the PR process. I’m not interested in a program that gives pointless or bad suggestions. I’m interested in a program that can spot pattern X which I always say “this is bad because Y” and print that for me. If it were easy to write a classic program to do this, I would have written it. If that’s easy with LLMs, I’d train my local Qwen or whatever to do it. Not a faceless corpo that runs this on gas turbines, poisoning people around them and lying to me abt how much it costs me.

It’s also probably possible to teach an agent this opinion to help review.

They’re already enforcing it. PRs are reviewed and bad ones are rejected all the time.

Goddamn, I thought it was cheaper! I donate already to my instance and dev but I’ll throw what I can your way too.

I’m pretty sure Scam Altman tried this line some time ago for one of his supposed models.

So for peasants running Chairman Xi’s LLMs on local GPUs, we could try the largest model we can run and have it generate scripts to run instead of having the model do the actual processing of bulk data, to get more out of it.

The only reliable anarchists have vaginas.

Working hard to accelerate this crossover point, I see.

(Shit)posters!

Apparently true: https://www.democracynow.org/2026/4/2/headlines/nyt_israel_urges_christian_and_druze_communities_to_force_shiites_out_of_southern_lebanon

Yeah I also use config-as-code along with wiki but I used to remember things 10 years ago when the setup was simpler and the brain was newer. 😅

I’m here to serve.

“I don’t think people realize that every single file Claude looks at gets saved and uploaded to Anthropic,” the researcher “Antlers” told us. “If it’s seen a file on your device, Anthropic has a copy.”

No shit.

It’s a joke playing on the common thing boomers (in North America) say “You’ll see how you’ll start voting for less taxes when you get older and you’re gonna stop being a bleeding heart librl when you get to live in the real world!” The people saying this displaying the right wing psychopathic tendencies. In the research adolescents are displaying uncooperative egoist tendencies which then change towards more cooperation as they grow further. That’s the opposite of the boomer talk, and it can be mapped to getting more lefty over time on the political spectrum.

No shit.