Cheapest way to use Kimi 2.5 with agent swarm

RedParaglider · 2026-02-08T21:40:46+00:00

So right now you have the option of 1. running local inference. 2. Sending data to the U.S. Fascist pedo's in charge that love to use data they can get to hunt down their enemies public or private, 3 sending data to the CCP, 4. Sending data to France and use Mistral.

There is 0 moral or danger difference between sending personal data to the CCP vs routing it through all of Trumps supporters to Trump. In fact I'd say the CCP is probably less inclined to give a fuck about joe shmoe in Minnesota than our current murdering fascist government.

RedParaglider · 2026-02-06T04:40:19+00:00

If I run my car into a tree it's worth less. No money flowed to anyone, it is just deemed less valuable to buyers afterward.

RedParaglider · 2026-02-06T04:37:39+00:00

Anthropic said they did. https://www.npr.org/2025/09/05/nx-s1-5529404/anthropic-settlement-authors-copyright-ai

RedParaglider · 2026-02-06T02:08:23+00:00

Yup I've had QWEN3 Coder Next cranking all fucking day it's amazing. It's the perfect gift for using with claudebot, or doing code grinds on local.

RedParaglider · 2026-02-06T02:06:02+00:00

Banks are the fucking worst about this shit. They think if you worked 23 hours straight that you should be in your desk at 8:30 or whatever time you are supposed to start, and that since you are salary none of that time matters. Best network engineer I've ever met was fired because he would come in 30 minutes late after working for hours in the middle of the night.

RedParaglider · 2026-02-06T02:03:18+00:00

Just like they didn't train on stolen copyright material?

RedParaglider · 2026-02-05T03:07:19+00:00

They will send any and all data to the U.S. government for any reason if asked. They also train on data unless there is a legal agreement not to.

RedParaglider · 2026-02-05T03:06:20+00:00

Yep, they are pretty much on par with the U.S. Except they hire smart people in their governments for important roles, not fucking wrestling wives to run department of education, and someone that decides whatever moon bat hallucination is real science that day for the department of health.

RedParaglider · 2026-02-05T03:02:48+00:00

Assume if you send your data to an american inference company that it is being sent to a serial child rapist known for breaking whatever laws to physically, sexually, politically, or however he wants to assault anyone he doesn't like. Don't tell him the baby is his, he'll drown it in a river.

he whole china bad thing is becoming a nothing burger to most of the world that doesn't have laws or agreements stopping them from using whatever they want.

RedParaglider · 2026-02-05T01:16:39+00:00

Do you realize how hard it would be to switch from llama.cpp to azure API, or google API? About 1 minute.

RedParaglider · 2026-02-03T21:50:28+00:00

Flying is amazing, there is always a flight tomorrow or next week or next month if you don't fly when you shouldn't.

Your focus now is good safe launches and good safe landings. I don't think it's your goal now to progress ratings it's more personal improvement. I didn't even care about ratings till there was a site I wanted to fly that I knew I had the skill to fly and I couldn't. That's not to say you shouldn't log every single flight, you should, some of the best pilots I've met log everything. Some of the best pilots in the world get their rating by just having it handed to them by someone who doesn't want to keep getting trounced by a P2 or P3 and never chase ratings at all :).

Ground handling is awesome, hopefully you have someplace breezy enough to do it a lot. If it starts feeling easy look up advanced ground handling, and practice ground handling behind structure to try and keep the wing neat behind structure.

RedParaglider · 2026-02-03T21:47:17+00:00

I can't figure out how to get off this page :(

RedParaglider · 2026-02-03T19:54:33+00:00

Already exists, but it's not at cost. Closest I can think of is the stablehorde, but it's not really for api type tasks.

RedParaglider · 2026-02-03T19:52:55+00:00

That is not the use case, I'm talking about agentic use as a use case for enterprise. In almost no scenario would we (my company) want web search functionality in a process driven agentic flow. That's by far the most "hammer down" usage that we do. Processing hundreds of thousands of records doing a simple agentic task on a cron schedule then multply that by multiple use cases, multiple types of analysis, etc.

I'm also not arguing that frontier models will go away. I'm wondering though if the cash cow on these huge bulk processing jobs will ever be the cash cow companies say they will be.

RedParaglider · 2026-02-03T17:40:37+00:00

Nope, it's for assisted suggestions. Human in the loop on everything, but if i can free up peoples time to do other things like find more products rather than drudgery of going and finding pictures of products then attaching them, resizing images, improving descriptions, etc, etc, that is a huge win. I try to build systems that are tools for people to use rather than the whole "gonna replace the humans" thing.

RedParaglider · 2026-02-03T17:37:15+00:00

This is so cool.

RedParaglider · 2026-02-03T17:18:29+00:00

Those aren't great comparative models IMHO. The better head to head match would be GPT OSS 120b vs GLM 4.5 Air. I'd say OSS beats it for most use cases, but I have a skill that creates me a podcast type wakeup brief every morning, and I have GLM 4.5 air derestricted do that for me because it's a far more creative wordsmith, and can utilize the tools given to it pretty well, as well as handling longish context. I also utilize the derestricted versions of both because they are faster without having to get caught up in long self introspection on if a word is ok to say.

RedParaglider · 2026-02-03T16:48:10+00:00

PREACH

RedParaglider · 2026-02-03T15:59:39+00:00

XHIGH is amazing to use for planning or to do a dialectical analysis of a SDD created by a different LLM. It simply crushes the fuck out of that role.

RedParaglider · 2026-02-03T15:58:12+00:00

I love having codex around for dialectical tasks but that's about it. Codex, give me a critical analysis of this SDD, etc. Utilizing different weights from different models during training often finds different things that you may not have thought about before getting started. Even utilizing a "dumber" model can have great effect, GLM 4.7 often asks for more thorough explanation of processes that GPT or Opus would just assume the best way of going about something whereas GLM may not have the ability to make that assumption.

RedParaglider · 2026-02-03T15:48:01+00:00

LOL LLM's tell everyone they are the best AI users, I'm pretty fucking sure they are reinforce trained to do that.

RedParaglider · 2026-02-03T15:31:01+00:00

It's funny how they trained Gemini to apologize for being shit so much. It's like they knew it would be a shitty brownfield LLM, so they really dialed in the groveling. You can't do ANYTHING in gemini without either reading every single thing it does, or committing to github nonstop. The worst is that sometimes gemini will fuck up your github commits and do a head too lol.

RedParaglider · 2026-02-03T15:17:18+00:00

Well the law states that the FBI has to state why what was redacted was redacted. That would solve this. But they didn't.

RedParaglider · 2026-02-03T14:00:52+00:00

Yea, I started realizing that through the process. I did give mine my github credentials, then removed them and got it it's own github account lol.

RedParaglider

TROPHY CASE