Capital de Tokens
September 20, 2026

AI doesn't change its brain: it learns to search better

Dream-RSI aims to improve precisely that layer. The name may sound grandiose. RSI stands for recursive self-improvement: a system improves part of how it works, and that improvement helps it improve again in later rounds. But we need to be precise. Dream-RSI does not retrain the model's brain or...

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September 19, 2026

Jev doesn't hallucinate... but that doesn't mean it's right

Now, there's a claim from TypeSafe that deserves a direct challenge: that Jev cannot hallucinate. It may not hallucinate the format. If the developer defines three options, Jev shouldn't invent a fourth. If asked for a probability, it shouldn't respond with a poem. That's useful and prevents many absurd failures

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September 18, 2026

Why build humanoid robots if regular robots are better?

And here is my objection: why use an expensive, complex humanoid with two legs if a fixed robotic arm or a wheeled platform does the job better? It is a very valid criticism. For a stable operation, a specialized robot is usually faster, cheaper, and easier to maintain. A machine designed

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