

Something happens Americanly in America
Americans: “What are we, a bunch of üntermench asians???”
Something happens Americanly in America
Americans: “What are we, a bunch of üntermench asians???”
It’s not much use with a professional codebase as of now, and I say this as a big proponent of learning FOSS AI to stay ahead of the corpocunts
But ERP is not a cool buzzword, hence it can fuck off we’re in 2025
You’re misunderstanding tool use, the LLM only queries something to be done then the actual system returns the result. You can also summarize the result or something but hallucinations in that workload are remarkably low (however without tuning they can drop important information from the response)
The place where it can hallucinate is generating steps for your natural language query, or the entry stage. That’s why you need to safeguard like your ass depends on it. (Which it does, if your boss is stupid enough)
The model ISN’T outputing the letters individually, binary models (as I mentioned) do; not transformers.
The model output is more like Strawberry
Tokens can be a letter, part of a word, any single lexeme, any word, or even multiple words (“let be”)
Okay I did a shit job demonstrating the time axis. The model doesn’t know the underlying letters of the previous tokens and this processes is going forward in time
No, this literally is the explanation. The model understands the concept of “Strawberry”, It can output from the model (and that itself is very complicated) in English as Strawberry, jn Persian as توت فرنگی and so on.
But the model does not understand how many Rs exist in Strawberry or how many ت exist in توت فرنگی
Broadcom management deserve gulag
For usage like that you’d wire an LLM into a tool use workflow with whatever accounting software you have. The LLM would make queries to the rigid, non-hallucinating accounting system.
I still don’t think it would be anywhere close to a good idea because you’d need a lot of safeguards and also fuck your accounting and you’ll have some unpleasant meetings with the local equivalent of the IRS.
This is because auto regressive LLMs work on high level “Tokens”. There are LLM experiments which can access byte information, to correctly answer such questions.
Also, they don’t want to support you omegalul do you really think call centers are hired to give a fuck about you? this is intentional
You do realize how data science works, right? The data is cleared by a human team before it is fed to a model, the data is also normalized and processed by some criteria, etc.
Also if you hold some seriously high value data, if I was designing the system, I’d make it flag your system for more advanced visual retrieval (you can let a multimodal LLM use a website like a human user with tool use)
If you just want to stop scrapers use Anubis why tf are you moving your own goalpost?
Also if your website is trash enough that it gets downed by 15,000 requests you should either hire a proper network engineer or fire yours like wtf man I made trash tier Wordpress websites that handled magnitudes more in 2010
EDIT: And stop using PHP in the case of ScummVM. Jesus Christ this isn’t 2005
It’s not adapting to change, it is fighting change
Every image has a few color channels/layers. If it’s a natural photograph, the noise patterns in these layers are different. If it’s AI diffusion however those layers will be uniform.
One thing you can do is to overlay noise that resembles features that don’t exist (using e.g Stable Diffusion) inside the color channels of a picture. This will make AI see features that don’t exist.
Nightshade layers some form of feature noise on top of an image as an alpha inlaid pattern which makes the quality of the image look ASS and it’s also defeated if a model is specifically trained to remove nightshade.
Ultimately this kind of stupid arms race shit is futile. We need to adapt completely new paradigms for completely new situations.
Fuck with their noise models.
Create a system that generates pseudorandom hostile noise (noise that triggers neural feature detection) and layer it on top of the image. This will create false neural circuits.
Lol, LMAO even
Have an infographic
Yeah this is on me, I’ve never done web dev in my life. Always been low level shit for me. (The project is a highly networked system with isolates, async/await, futures, etc)
But damn man comparatively JS/TS seems a lot easier ¯\_ (ツ) _/¯
Honestly? They’re based for being so easy to make
For the record, I am a C/Dart/Rust native dev 2+ years deep in a pretty big project full of highly async code. This shit would’ve been done a year ago if the stack was web based instead of 100% native code
The infrastructure can be duplicated and studied tho. Would be cool if a little dreamy
Watch someone reverse the thing into turbocharged WINE
My man, this is literally what they just did. This isn’t an strawman. Atleast google the meaning of your catchphrase ffs