Viewing profile — dandaka

This is exactly what happened in Moscow after same tech was launched. It is much 'safer' on streets, since every entrance door and traffic intersection is equipped with cameras now…

1/ LLMs are doing increasingly bigger share of work of SWE with an increasing success rate 2/ SWE are doing way more than "writing code", and since those areas are less "computatio…

Whenever I have this choice "destroy or sustain any and all life", I always pick "sustain". Problem is, I don't often meet such an option to choose. Maybe your life is different.

There is not much we can do/build with nature. Even if everyone would take idea of "protection/inspiration", there are not many sustainable business models towards that direction. …

Text classification, structured data extraction, rewrite

check transcribe.cpp from Handy, I see Qwen3-ASR in the list

I am not only talking about "long context" performance (context rot), but also about noise that is confusing model about its goal (from correctly extracting operator's intent). I t…

Great summarization of current capabilities of models, thank you

Models work best when they have short instructions and no noise. "Conversation [may] contain" also means "conversation has a lot of noise". It degrades performance and increases co…

How does it compare to models from handy.computer and whisprflow?

Can we use those metrics in a review pass for every PR? So review agent will have to pinpoint new complexity and propose refactoring or justify increase?

100% with you on the taste and nutrition. I think you forget sustainability at scale. I love the idea of eating local food, but with current levels of personal productivity and hom…

Why are people obsessed with idea of "produce their own X"? When we learned to specialize, we have achieved low cost, scale and sophistication.

Few cases I have found very useful myself 1/ Using GUI software. My agents are using headful Google Chrome and Figma. It helps a lot to have separate environment, which is not inte…

Not at all, we love them all with Chinese labs. And wish them to continue competing and not winning. That is how we get best models, lower prices and better availability.

do they have a website? I have found only paper PDF and it seems more general than SWE

What is considered SOTA for SWE benchmarks now?

> calculating the exact discount you get using a subscription could be difficult Why can't you derive this discount from experiments? Example of such research https://she-llac.com/…

Can I connect it to my skills/tools? Example case, I have a knowledge base and event log in my company. I need a brainstorm companion, which will have full access to this knowledge…

Another important benchmark would be — cost per benchmark task using subscription tokens. Since most of us are using subscriptions and cost per token there is quite different from …

Naming is worrisome!

Codex, Claude Code, ZAI — they continue work in headless mode, when you close your laptop, if you have connected to remote machine

What is your top chart? I am using GUI harnesses from model providers and not happy with any of them.

Every country is moving in that direction