Viewing profile — ciphix

What Cursor is really emphasizing here is speed — they’re claiming it runs about four times faster than GPT-5/Sonnet, while still offering roughly the same level of performance.

The metrics in the post seem quite abstract. Does anyone know the detailed metrics of this mysterious model? Was it fine-tuned from open models or trained from scratch?

While your engineering perspective emphasizes efficiency, it's worth noting that, akin to the human brain, we aim to develop powerful LLMs capable of performing complex cognitive t…

I completely agree with the point made here. Apart from the research controversial in the paper, however, from an engineering practice perspective, the methodology presented in the…

After reviewing the paper and GitHub training dataset, I have the following observations: The 800+ training samples, each containing solutions with detailed reasoning steps, were p…

This is a promising trial of an innovative pricing model. Many AI products require a $19.9 subscription fee just to try them out, yet I only use most of them a few times a month. F…

I totally uphold your idea. One more case, machine learning, especially deep learning, which lacks strict mathematical model and theoretical explanation, actually works pretty well…