Tootfinder

Trump at Faith Office Luncheon
1. There shouldn't be a Faith Office
2. They laugh when he says Russia bombed a nursing home
3. Trump calls Melania "First Lady" at home?
https://bsky.app/profile/atrupar.com/post/3ltwvxq5qii2v

I just tagged a new release of AttributeUtils for #PHP!
Version 1.3 includes support for reading reflection in sub-attributes, as well as improved type analysis support in TypeDef.
The new version is just a `composer update` away!
https://

Dallas Cowboys QB ranked No. 1 by NFL Network analysts in key attribute over MVP https://www.si.com/nfl/cowboys/news/dallas-cowboys-qb-ranked-top-nfl-network-key-attribute-over-josh-allen

The Impact of Automatic Speech Transcription on Speaker Attribution
Cristina Aggazzotti, Matthew Wiesner, Elizabeth Allyn Smith, Nicholas Andrews
https://arxiv.org/abs/2507.08660 …

The Impact of Automatic Speech Transcription on Speaker Attribution
Speaker attribution from speech transcripts is the task of identifying a speaker from the transcript of their speech based on patterns in their language use. This task is especially useful when the audio is unavailable (e.g. deleted) or unreliable (e.g. anonymized speech). Prior work in this area has primarily focused on the feasibility of attributing speakers using transcripts produced by human annotators. However, in real-world settings, one often only has more errorful transcripts produced b…

Homan, who doesn't have a Senate-approved position and no formal authority over any agency, is a giant trial balloon, right?
Not being sarcastic.
I feel like that is his job: say something outrageous ("Of course we stop you for being brown!") and then see how it goes over, walk back what fails.
-- John Pfaff
htt…

🇺🇦 #NowPlaying on KEXP's #DriveTime
A Tribe Called Quest:
🎵 Jazz (We've Got) x Intense - Flashback (KUSIK Mashup)
#ATribeCalledQuest

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution
Nanda Rani, Sandeep Kumar Shukla
https://arxiv.org/abs/2506.10175

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution
Effective attribution of Advanced Persistent Threats (APTs) increasingly hinges on the ability to correlate behavioral patterns and reason over complex, varied threat intelligence artifacts. We present AURA (Attribution Using Retrieval-Augmented Agents), a multi-agent, knowledge-enhanced framework for automated and interpretable APT attribution. AURA ingests diverse threat data including Tactics, Techniques, and Procedures (TTPs), Indicators of Compromise (IoCs), malware details, adversarial to…

Diagnosing Failures in Large Language Models' Answers: Integrating Error Attribution into Evaluation Framework
Zishan Xu, Shuyi Xie, Qingsong Lv, Shupei Xiao, Linlin Song, Sui Wenjuan, Fan Lin
https://arxiv.org/abs/2507.08459

Diagnosing Failures in Large Language Models' Answers: Integrating Error Attribution into Evaluation Framework
With the widespread application of Large Language Models (LLMs) in various tasks, the mainstream LLM platforms generate massive user-model interactions daily. In order to efficiently analyze the performance of models and diagnose failures in their answers, it is essential to develop an automated framework to systematically categorize and attribute errors. However, existing evaluation models lack error attribution capability. In this work, we establish a comprehensive Misattribution Framework wi…

I went to the #library yesterday to print some stuff and was surprised at how loud it seemed as I walked in. Turned out there was a Kids Reading to Dogs session going on. Adorable af.

Every republican in an interview should be asked about the statement, read the statement, and then asked to denounce it. Any who don’t denounce it should be told it’s unconstitutional and not debatable and given a 2nd opportunity to denounce it. Those who don’t should have their interviews ended.
-- Andrew Rothstein
https://

Aaron Rupar (@atrupar.com)
Every Republican who goes on the Sunday shows tomorrow should be pressed to denounce this illegal and authoritarian proclamation from the president. And none of this "I didn't read the tweet" bullshit.