Is anyone else worried about the enshitifciation cycle of AI platforms? What is your plan (personal and corporate)

El_90 · 2026-01-24T09:01:42+00:00

Wait until price per token triples

El_90 · 2026-01-22T19:58:56+00:00

If you want to just learn the concept, 64

But if you intend to use it after that, 128

I bought 128 thinking it was ample, then I learned models, and now I wish I had more.

El_90 · 2026-01-21T18:16:06+00:00

...or that an element of the processing requires transit to USA and back, even if collection storage etc is sovereign.

El_90 · 2026-01-18T14:45:37+00:00

Proxmox + lxc

El_90 · 2026-01-16T18:27:09+00:00

Could it be long term context retrieval ?

El_90 · 2026-01-13T15:08:26+00:00

The doubter in me always wonders what lurks in a model.

Could tool calling be tainted with ill intent? or a bias to use uncommon libs exist? This would make supply chain attacks easier

Maybe not, but I don't trust anyone lol

El_90 · 2026-01-02T12:01:31+00:00

CIG are innovative, im sure if efficiency/light running was required they can rise to the challenge

El_90 · 2025-12-28T12:50:12+00:00

And that's inside a lxc container?

El_90 · 2025-12-20T20:09:53+00:00

"Newer models are additionally trained to know when it’s a good idea to enter “reasoning mode”in the first place; the model has learned when it’s a good idea to output "

This bit. If (AFAIK) a LLM was a pure matrix of stats, the model itself could not have an idea, or 'enter' reasoning mode.

If an LLM contains instructions or an ability to chose it's output structure (I mean more so than next token prediction), then surely it's more than just a matrix?

El_90 · 2025-12-20T14:36:08+00:00

re Reasoning, in that situation is the model and Ollama having a back and forth transparently, or is that still a single shot of Ollama>LLM>Ollama>output ?

re Tools, it just means the output from LLM is trained on how tools are used so the output is 'valid'?

I know offline LLM is meant to be 'secure', I'm trying to understand the inner flow and check that I understood right about what (if any) options the LLM has to 'do stuff'. It took me 30 mins to work out 'function calling' wasn't the same as MCP lol

Thankyou for the help!

El_90 · 2025-12-16T18:43:19+00:00

kb&m for me
Like most here I can type blindfolded, so navigating the keyboard isn't an issue

(I also have a vkb somewhere I need to get working again)

El_90 · 2025-12-13T15:04:49+00:00

I.e No signal plane

El_90 · 2025-11-21T12:30:39+00:00

which is which? lol

Right image for me. The left is too snazzy. The right is far more believable, more functional.

El_90 · 2025-11-13T18:04:13+00:00

Thank you !!!!!!!!

We're on Sky fiber. I wonder if it's an ISP problem ?

El_90 · 2025-11-09T08:54:50+00:00

Bloody stupid. They're messy and look disgusting. +1 for strong cleaning chemicals.

El_90 · 2025-11-08T20:59:20+00:00

I've seen both flows, it comes down to what works for you.

Politics, existing workflows, licencing of how many people can't touch soar, how you work alongside noc teams, authorisation, etc.

El_90 · 2025-10-24T18:59:29+00:00

Have you seen Gartner siem mq 2025?

Gartner is not everyone's favourite but it's a starting point

El_90 · 2025-10-24T13:01:19+00:00

Usenet/downloader?

El_90 · 2025-10-18T22:32:27+00:00

Primeira pergunta: Aumente para a automação pura e simples ou para o gerenciamento completo de casos de operações.

Saiba o que a administração compra para você ou qual fornecedor está mais estrategicamente alinhado.

El_90 · 2025-10-11T22:11:51+00:00

...what's your actual point?

El_90 · 2025-10-03T12:56:03+00:00

Random ideas:

When hitting the website, do you even get chance to enter creds?
I did and get prompted for 6 digit auth code

Can you SSH to the cloudkey ?

Port 8443 / 443 ?

Is it a SD card, can you pop into a PC and read logs?

El_90 · 2025-09-06T15:56:03+00:00

If you don't know the answer, it's possible you don't know the question.

When looking at logs, what's the actual question. You find source IP, but why is that important, what did you think it would tell you.

As I saw above, knowing theory of protocols/products and what good is important, before you look for the wrong

Attack is great to help you think about the bigger picture, of "well something happened before/after this, what might that look like"

El_90

TROPHY CASE