13
submitted 2 days ago* (last edited 2 days ago) by SuspiciousCarrot78@aussie.zone to c/localllama@sh.itjust.works

More often than not, AI and LLM gets conflated in the public consciousness...and then gets mixed with "Agentic", "SaaS" and other well...slop. So, here is a farmer in Japan, using a raspberry pi, to sort cucumbers.

https://www.newsweek.com/artificial-intelligence-cucumber-farm-raspberry-pi-495289

PS: 2016 article. I expect by now the tractor is self driving and named Betty.

If you have any other "dude does cool AI shit with a box of scraps in a cave", I'm all EARS.md

you are viewing a single comment's thread
view the rest of the comments
[-] SuspiciousCarrot78@aussie.zone 1 points 2 days ago* (last edited 2 days ago)

I actually have a theory here...I think there's a bare basement level that a model needs to be...anything above which, deterministic tooling can do the rest. We've just been yeeting into a black box.

Why that matters is this - if you can make a 450M model do what a 7B model does...that has a huge set of implications (see above examples), not least of which is for use GPU poors.

I'm doing some smoke testing on this idea right now for what I'm calling an 'expert system', where the model is treated like a squawk box and the infrastructure around it provides the brains (not RAG, per se. More like sidecars or tool calling). I'm liking what I see so far but there's lots of fucking work to go. There may yet be a cheat code for some of the NVIDIA tax, if we take the work outside of the magic parrot :)

this post was submitted on 19 May 2026
13 points (100.0% liked)

LocalLLaMA

4732 readers
5 users here now

Welcome to LocalLLaMA! Here we discuss running and developing machine learning models at home. Lets explore cutting edge open source neural network technology together.

Get support from the community! Ask questions, share prompts, discuss benchmarks, get hyped at the latest and greatest model releases! Enjoy talking about our awesome hobby.

As ambassadors of the self-hosting machine learning community, we strive to support each other and share our enthusiasm in a positive constructive way.

Rules:

Rule 1 - No harassment or personal character attacks of community members. I.E no namecalling, no generalizing entire groups of people that make up our community, no baseless personal insults.

Rule 2 - No comparing artificial intelligence/machine learning models to cryptocurrency. I.E no comparing the usefulness of models to that of NFTs, no comparing the resource usage required to train a model is anything close to maintaining a blockchain/ mining for crypto, no implying its just a fad/bubble that will leave people with nothing of value when it burst.

Rule 3 - No comparing artificial intelligence/machine learning to simple text prediction algorithms. I.E statements such as "llms are basically just simple text predictions like what your phone keyboard autocorrect uses, and they're still using the same algorithms since <over 10 years ago>.

Rule 4 - No implying that models are devoid of purpose or potential for enriching peoples lives.

founded 2 years ago
MODERATORS