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maCDzP

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This. I managed to run Gemma 4 31B on AMD MI250X for CPT and SFT with Claude. And I have ZERO experience and knowledge of how to train and work with GPU:s. The training didn’t go where I wanted. But I manage to direct the AI to build it. It’s crazy. I am excited and scared.

I have a ML project. I usually set up a team of agents, where I have a leader, archivist, research assistant, researcher, developer and tester. The team generates hypothesis based on papers, test it, and iterate over that. Everything is documented using a lab notebook. It burns tokens but I have found some promising strategies that I am testing.

Nice, I am going to this for Swedish law! Any suggestions on how one can model parliament voting when a law passes using GitHub? Or all the work that preceded a law, that’s like a feature request or a bug report.

Now with AI I wonder if it’s possible to just let agents build a perfect emulation of the game. It reminds me of fuzzers. You let the agent go loose on the game and it brute forces every possible state. Then recreates the code. It’s very inefficient- but it probably works.

I dunno. I just let Claude build a python script that calls Claude code though subprocess.run().

I recently made a sort of Autoresearch with that approach. The script calls Claude Code to create a hyphotesis, then code based on that, evaluate- rinse and repeat. I am still trying to figure out if I am actually on to something or just burning tokens. Jury is still out.

I use CLAUDE.md to describe the project. I use Claude to help write the spec. Then I let it run. When the context gets too crammed, I have it build SKILLS.md. I’ll probably have it rewrite CLAUDE.md after a while. Then it will write tests, deployment scripts, commit messages. Yeah, everything.

Maybe someone knows law can answer this. Is it a crime to ”unredact” files in the US? You probably know that the information is classified since you are putting in the work. Where I live I believe it’s a crime if you share information that is classified even if it’s leaked. So I would not publicly brag about this online.

I listened to a yogi talking about mindfulness. He mentioned a session he had with a woman where they where working on the concept of flow. The woman had an experience of flow when she was bitten by a shark. She said that if she could make a drink that would create that feeling she would addicted the world. I think about that sometimes.

I used to think stoicism was great. But now I think that it’s not so great. In retrospect I should have focused on changing my situation in stead of learning to live with it. Compared to Aurelius - I am not living around 0 bc - in today’s world I can change a lot of things.

I work in this field - below are my two cents.

I have a hard time seeing that this approach would work. The environment is very messy and there are many field tested methods that don't involve digging up the whole street. One example of such a method is pipe bursting.

There have been loads of research in using AI (neural nets etc.) to find and predict pipe bursts. But I believe simple linear regression is enough since my gut is telling me age and material is a good predictor.

Where I live there is a strong seasonality because the ground freezes over and during thawing we have a lot of leaks. This is a local issue since it depends on both weather and geological environment.

Glad to hear that I am not the only one! My prompt had more of a ”actor director” flavor. It went:

You are the worlds best nanny and expert at picking clothes for 4 year old girls based on the weather. Your answer is concise and to the point. Below is today’s forecast:

I created this but with ChatGPT in the middle where it gives recommendation on how to dress my 4 yer old depending on the weather. It messages my families telegram channel.