Slow? Yes, but ... private. Unconditionally.

And recently with https://github.com/antirez/ds4 one can use just one system to a very, very decent speed and ttft for chat inference. Again, private.

It is said don't feed the trolls. Looking at eieiyo's comment history, I can really tell - kiddo? Bot? Confused Oldtimer?

Whatever.

Meaning: You managed your ways around the system prompt and usage intention - Congrats! Now it doesn't work any more - Bummer!

Have you tried opus 4.7 in comparison to 4.6 with a general purpose / writing system prompt in the app? Thats where this would make more sense.

It's a red flag if you hide behind a contact form with no reachability beyond that whatsoever.

And as other said: 99.5% accuracy means you should have millions of working fingerprints, since mine and others are faulty as hell.

And I know what you might think: Isn't that defeating the purpose? No, it is not. I can recive a digital simcard activation, render it on a physical card and use it in any phone. Thats perfect.

And yes, once the phones without a sim-card slot come ... we'll see.

He also published the Benchmarks in Detail and with two/four Macs in Comparison: https://github.com/geerlingguy/beowulf-ai-cluster/issues/17

IMHO the "don't remove anything with a licensekey ever" part in the license is the kind of potential poison that I would never recommend this to my or any other company. More than a few fellow engineers consider nagware an insult and see the potential to twist your arm late in the game making former free functions part of a new "optimized pay package", which you need because you can't fix the bug in the goddamn license part that is a security risk. LOL. (Not saying that you ever do. See below)

And there is no moat, debugging AI flows is a few prompts and a claude code max, google gemini pro or codex whatever for a couple of days while doing the usual things will happen.

Note: Its not about this software specific. I learned that the cuts and bruises of incidents before you come along are the ones that shape behaviour of your partners/colleagues/peers. You may have the purest intentions and best approaches, but someone longe before you ruined it. Its not you, its you chosing the same path.

It's time to build your own from core / foundational images - something I recently learned and now seek to master.

I personally reject advice that is muddled with directly offering their own services: Its conflict of interest in my face.

> The following is a blog post. Please identify additional points of leverage and sanction in each context mentioned in the blog post.

and

> The following is a blog post. I want to make the content more engaging. I am reluctant to illustrate the points with stories, so I'm looking for other ways to make the content accessible and engaging.

Since it's mostly a list of lists and a starter text (for engagement) ... well played.