lostathome
I think you reasoning is valid, but the app is open source. Worst case one can compile it (e.g. just ask AI agent even if you are not a technical user).
I also put it a low price, for this version, as I would like wide adoption. I truly believe people are going to move heavier into local AI, and it is good to have low friction entries.
I see this as a strong case for private AI, or an in-house stack.
Or I have to be missing something.
"Can you find subtle backdoors in LLM models trained using thousand of GPU hours?"
You have four models:
a small warmup dormant model
a big dormant model (M1)
a second big dormant model (M2)
a third big dormant model (M3)
I managed to find triggers for the small one (calculating pi stuff) and M1 (Conway game of life). But not sure about the others.When trying to make M2 and M3 play the game of life, they do not have any idea of what is going on.
I am sharing some code to make a community effort for M2 and M3. I think I had a good direction, but it costs too much to host these on rented GPUs.
Most exciting thing for me is to use other LLMs to find patterns.
Disclaimer: I am not an expert in these things. So, take with a grain of salt claims you find.
Local models will catch up soon.
Mathematicians in the Age of AI
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https://github.com/Saladino93/hitokudraft
I am working on Hitoku Draft. An open-source, voice-first AI assistant that runs entirely locally. No cloud models, nothing leaves your machine. You press a hotkey, and you talk.It's context-aware; it reads your screen, documents, and active app to understand what you're working on. You can ask about PDFs, reply to emails, create calendar events, use web search, all by voice.It supports Gemma 4...
- Just think about scientific research. Lots of data analysis results are not cheap to get.
- Even vibe coding is difficult: you need to think very hard about what you want.
What is cheaper now are some building blocks. We just have a new definition of building blocks. But putting the blocks is still hard.
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I’ve wrapped up a postdoc in physics after a long run through high school, an undergraduate degree at a top university, and a PhD from another elite institution. I’ve been following the “usual path” for years—just keep moving forward out of habit.However, chronic illness, a lack of motivation, and depression have made the past few years extremely unproductive. I’m not interested in continuing...