Hacker News: d3m0t3p

New comment by d3m0t3p in "Tailscale didn't stop the Hugging Face intrusion"

d3m0t3p — Fri, 31 Jul 2026 21:43:02 +0000

When everyone push on friday, and you have 400 CICD pipeline triggers spawning that many nodes. How do you know if this is unexpected ?

Their cloud compute might be on demande, someone starts training a model and 50 machines are spawned. Knowning when something is unexpected is hard

New comment by d3m0t3p in "Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train"

d3m0t3p — Thu, 02 Jul 2026 17:36:02 +0000

They are using Qwen, so this is decoder only.

New comment by d3m0t3p in "ZCode – Harness for GLM-5.2"

d3m0t3p — Wed, 01 Jul 2026 20:46:37 +0000

This is exactly the same with providers from the USA.

New comment by d3m0t3p in "IBM debuts sub-1 nanometer chip technology"

d3m0t3p — Thu, 25 Jun 2026 22:20:30 +0000

It was 15 years ago. Whole management got replaced, they are quite ambitious. Let's see if how this works out now.

New comment by d3m0t3p in "Switzerland wil have a referendum to cap population at 10M"

d3m0t3p — Mon, 08 Jun 2026 21:38:31 +0000

I don't think so, faster trains are overtaking slower trains. There is simply not enough space between the station to overtake without having an acceleration that would damage the trains or the tracks. For example in western switzerland the maximal train speed for the fastest trains are ~130 Km/h while the same train can go up to 200 in some swiss-german part, only due to more congestion on the western part. Trains cannot be bigger, some of them are already too big for the smaller train station and in case of rerouting / unexpected stop this causes issue. You cannot make them higher too.

You could get ride of the smaller train , only allowing big city to survive or decrease the commodity traffic or increase the rail network or increase the train station (more tracks allowing to overtake there, and have bigger trains) There is no easy solution otherwise it would have been done.

New comment by d3m0t3p in "PyTorch Landscape"

d3m0t3p — Tue, 19 May 2026 07:23:19 +0000

Interesting to see clearml but not its bigger counterpart mlflow

New comment by d3m0t3p in "No More JetBrains Products for Me"

d3m0t3p — Mon, 18 May 2026 21:22:05 +0000

I think this is due to their AI insight, they run locally a model and it start to burn the whole computer.

New comment by d3m0t3p in "Moving away from Tailwind, and learning to structure my CSS"

d3m0t3p — Sat, 16 May 2026 20:20:25 +0000

It is really fun that the navbar has unaligned elements. (Docs is lower)

New comment by d3m0t3p in "AGENTS.md outperforms skills in our agent evals"

d3m0t3p — Thu, 29 Jan 2026 23:49:17 +0000

Yea but the goal it not to bloat the context space. Here you "waste" context by providing non usefull information. What they did instead is put an index of the documentation into the context, then the LLM can fetch the documentation. This is the same idea that skills but it apparently works better without the agentic part of the skills. Furthermore instead of having a nice index pointing to the doc, They compressed it.

New comment by d3m0t3p in "I asked AI researchers and economists about SWE career strategies given AI"

d3m0t3p — Mon, 29 Dec 2025 12:30:03 +0000

Same, Firefox iOS

New comment by d3m0t3p in "History LLMs: Models trained exclusively on pre-1913 texts"

d3m0t3p — Thu, 18 Dec 2025 23:51:29 +0000

The model is fined tuned for chat behavior. So the style might be due to - Fine tuning - More Stylised text in the corpus, english evolved a lot in the last century.

New comment by d3m0t3p in "F-35 Fighter Jet's C++ Coding Standards [pdf]"

d3m0t3p — Sun, 07 Dec 2025 22:10:07 +0000

Is that really the only thing you managed to remember ?

New comment by d3m0t3p in "Nvidia DGX Spark: When benchmark numbers meet production reality"

d3m0t3p — Sun, 26 Oct 2025 20:59:14 +0000

Because the ML ecosystem is more mature on the NVidia side. Software-wise the cuda platform is more advanced. It will be hard for AMD to catch up. It is good to see competition tho.

New comment by d3m0t3p in "The Missing Semester of Your CS Education (2020)"

d3m0t3p — Sat, 25 Oct 2025 10:57:06 +0000

In my own studies, software engineering was mostly about structurig code, coding pattern such as visitor, singleton etc. I.E how to create a maintainable codebase

New comment by d3m0t3p in "How does gradient descent work?"

d3m0t3p — Tue, 07 Oct 2025 21:42:29 +0000

Would you have some literature about that ?

New comment by d3m0t3p in "How does gradient descent work?"

d3m0t3p — Tue, 07 Oct 2025 20:11:18 +0000

This sounds a lot like what the Muon / Shampoo optimizer do.

New comment by d3m0t3p in "Apertus: An open, transparent, multilingual language model"

d3m0t3p — Tue, 02 Sep 2025 11:02:02 +0000

Interesting to see that they enforce retroactive opt out for data collection. I wonder how they do that, what if the model is already trained with your data and you opt out.

New comment by d3m0t3p in "Open models by OpenAI"

d3m0t3p — Tue, 05 Aug 2025 20:38:31 +0000

You can batch only if you have distinct chat in parallel,

New comment by d3m0t3p in "Adding lookbehinds to rust-lang/regex"

d3m0t3p — Tue, 15 Jul 2025 16:50:57 +0000

Nice to see a master thesis highlighted on the research groupe page

New comment by d3m0t3p in "Cognition (Devin AI) to Acquire Windsurf"

d3m0t3p — Mon, 14 Jul 2025 20:48:13 +0000

Your first link is (in my opinion) highly biased in the samples they choose, they hired maintainers from open-source repos (people with multi years of experience, on their specific repo).

So indeed, IF you are in that case: Many years on the same project with multiple years experience then it is not usefull, otherwise it might be. This means it might be usefull for junior and for experienced devs who are switching projects. It is a tool like any other, indeed if you have a workflow that you optimized through years of usage it won't help.