Tootfinder

I used to link to sections of webpages using anchor links, or have jump links pointing to id tags.
I went back to a page where I've done this in the past, and the page has been entirely rewritten with non-semantic HTML. Class descriptors have random suffixes for CSS rather than providing semantic IDs that can be used as jump links as well as, uhhh, semantic organization of a web page.
There's a lot of bad things from the 1980s and 1990s that I am glad to leave behind, but…

4 post updates last night:
• W3C vid on `lang`: https://adrianroselli.com/2015/01/on-use-of-lang-attribute.html#Update09
• More confirmation automated tests are crap:

On Use of the Lang Attribute
Way back in October I noticed this WHATWG HTML bug (26942) where someone asked why do these examples of lack the lang attribute? I thought the answer from Hixie was a bit dismissive and not based on any data or real-world benefits of use, particularly in the context of…

It's kinda weird how the Linux Foundation has accepted to become the dumping ground for tech/infrastructure that fall out of some tech hype. First they picked up a lot of Blockchain stuff, now they do AI infra.

Repository-Aware File Path Retrieval via Fine-Tuned LLMs
Vasudha Yanuganti, Ishaan Puri, Swapnil Chhatre, Mantinder Singh, Ashok Jallepalli, Hritvik Shrivastava, Pradeep Kumar Sharma
https://arxiv.org/abs/2510.08850

Repository-Aware File Path Retrieval via Fine-Tuned LLMs
Modern codebases make it hard for developers and AI coding assistants to find the right source files when answering questions like "How does this feature work?" or "Where was the bug introduced?" Traditional code search (keyword or IR based) often misses semantic context and cross file links, while large language models (LLMs) understand natural language but lack repository specific detail. We present a method for file path retrieval that fine tunes a strong LLM (Qwen3-8B) with QLoRA and Unslot…

A nice case study from @…: LLMs give a •typical• answer to the question, not a •correct• one.
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https://mastodon.social/@scalzi/115713494369759678

inploid: Inploid: an online social Q&A platform
Inploid is a social question & answer website in Turkish. Users can follow others and see their questions and answers on the main page. Each user is associated with a reputability score which is influenced by feedback of others about questions and answers of the user. Each user can also specify interest in topics. The data is crawled in June 2017 and consist of 39,749 nodes and 57,276 directed links between them. In addition, for …

My boss keeps getting angry at ChatGPT, but I don’t blame him. It’s not on our side; it’s just another boss without a face.
#Ai #WorkingClass #Work

DualResearch: Entropy-Gated Dual-Graph Retrieval for Answer Reconstruction
Jinxin Shi, Zongsheng Cao, Runmin Ma, Yusong Hu, Jie Zhou, Xin Li, Lei Bai, Liang He, Bo Zhang
https://arxiv.org/abs/2510.08959

DualResearch: Entropy-Gated Dual-Graph Retrieval for Answer Reconstruction
The deep-research framework orchestrates external tools to perform complex, multi-step scientific reasoning that exceeds the native limits of a single large language model. However, it still suffers from context pollution, weak evidentiary support, and brittle execution paths. To address these issues, we propose DualResearch, a retrieval and fusion framework that matches the epistemic structure of tool-intensive reasoning by jointly modeling two complementary graphs: a breadth semantic graph th…

Los Angeles <--> Legal noses
-- anagrama

Brisante Enthüllung - Trump hilft Selenskyj seit Monaten bei Angriffen #News #Nachrichten