oleg_kabanov

I like the idea, especially AI verification of the proof.

Do I understand correctly this is the personal file server on user's own computer?

If we look at the state of AI development honestly, it does not replace much. The biggest problems of AI is inconsisntency, unpredicability and loss of a long context. It is good for answering questions, but giving it manual to follow is something it cannot do - it will lose details and distort, the bigger the manual the more context will be lost. So, it is good for short context tasks only, not more. That does not replace much. The rest is just a hype.

The main trend is that models are moving out of cloud to local setup to avoid paying for tokens. This becomes possible due to free open-source models like Kimi K3 that already reached level of the best commercial models.

The second trend is that AI is not mature enough to be used as a human replacement. Maybe as a helper, but even then they need close guidance and check. All these talks about autonomous agents, AI employees. etc - this is all hype that current level of AI technology cannot deliver. Realization of this fact will cause bubble deflation.

Great project. Is there a web version?

What does Clawk do that Docker without exposed ports doesn't?

Yes, this problem exists, but isn't Stripe already handling that? What does this product cover that Stripe does not? I thought Stripe has retries on failed payments.

Good project. It would be great to have a summary of what is different from Karpathy project (karpathy/llm-council).