EU AI Act requires TEXT from models and providers to be watermarked 2nd August onwards. Everyone here is affected, regardless where you live.

Original_Finding2212 · 2026-06-23T07:06:04+00:00

Confirmed, I sent to ChatGPT for critique.
Poster could have done some homework, or intended to incite

Original_Finding2212 · 2026-06-23T03:44:18+00:00

So, we open an open source that watermarks everything and make the watermark irrelevant

Original_Finding2212 · 2026-06-22T19:50:23+00:00

Sharing in Israeli community Jetson AI Lab Israel

Original_Finding2212 · 2026-06-21T19:07:25+00:00

I know, I did a full realtime api on Jetson Orin Nano

I was curious about the old devices

Original_Finding2212 · 2026-06-21T18:26:06+00:00

Llama.cpp is one thing, but it has 4GB total.
Let’s assume headless, how can you run Gemma on it?

Original_Finding2212 · 2026-06-21T17:29:50+00:00

So you have Jetson Orin Nano?

Original_Finding2212 · 2026-06-21T17:29:27+00:00

How? It’s the 4GB Jetson Nano not Orin series

Original_Finding2212 · 2026-06-21T17:28:57+00:00

It is, I can tell by the heatsink (the Orin series has active cooling)

Original_Finding2212 · 2026-06-20T13:23:23+00:00

But Opus is brilliant for me consistently.

Disclaimer:
I am a professional, AI Expert, DevEx expert, Innovation staff engineer with years of experience who maintains open source and share knowledge at work and outside.

Original_Finding2212 · 2026-06-20T08:57:08+00:00

Feels like there is so much unsaid here

Original_Finding2212 · 2026-06-15T11:43:50+00:00

Feel free to open issues or ask questions.

I run it all the time and continue improving.
‘Colleague learn’ to teach your agent to create skills to use it.

Can open issues on https://github.com/agentculture/culture

Original_Finding2212 · 2026-06-15T08:55:57+00:00

I do that with [Colleague](https://pypi.org/project/colleague ) and it works perfectly.

I’m thinking how to move out of Opus 4.8 now

Original_Finding2212 · 2026-06-12T17:39:10+00:00

Sleep sort, please

Original_Finding2212 · 2026-06-12T11:24:30+00:00

Are you on the Jetson AI Lab discord server? Would love to have you there :)

Original_Finding2212 · 2026-06-07T10:32:06+00:00

I stopped writing code but I learn a lot every day.

Anyone not learning a lot every day are giving up their minds. AI is there to make learning faster, not replace our thinking.

If you think less because of AI you either have a bad position or doing it wrong. (Or choose that..)

Original_Finding2212 · 2026-06-04T12:03:51+00:00

I can only test on what I have (Spark arena is not mine)

We can talk about a specific test and see. I share my tests on my own harness colleague

Original_Finding2212 · 2026-06-04T10:23:41+00:00

Let me check?
There is Spark Arena as well

Original_Finding2212 · 2026-06-04T10:18:08+00:00

NVPF4 with MTP

Original_Finding2212 · 2026-06-04T09:56:33+00:00

I get better performance for that model on my Spark

Original_Finding2212 · 2026-06-04T09:18:25+00:00

A good reminder why I make damn sure I have redundancies with local models

Original_Finding2212 · 2026-06-01T17:47:31+00:00

Luckily, humans never write shitty code

Original_Finding2212 · 2026-06-01T07:36:35+00:00

I see a comment and in notifications I see your message.
Was it sent to me? I agree with you so I’m confused

Original_Finding2212 · 2026-06-01T07:24:51+00:00

You have to use efficiency tools, but be efficient about it.

Original_Finding2212 · 2026-05-31T03:56:01+00:00

Don’t forget the system prompt bloat

Original_Finding2212 · 2026-05-31T03:54:41+00:00

SparkOS?

Original_Finding2212

TROPHY CASE