Tootfinder

🇺🇦 #NowPlaying on KEXP's #Early
The Velvet Underground:
🎵 Cool It Down
#TheVelvetUnderground
https://theroundedsquares.bandcamp.com/track/the-rounded-squares-the-velvet-underground-cool-it-down
https://open.spotify.com/track/4Hh6Q9GhhE8DeON2iUtYMT

LLM-as-a-Judge for Reference-less Automatic Code Validation and Refinement for Natural Language to Bash in IT Automation
Ngoc Phuoc An Vo, Brent Paulovicks, Vadim Sheinin
https://arxiv.org/abs/2506.11237

LLM-as-a-Judge for Reference-less Automatic Code Validation and Refinement for Natural Language to Bash in IT Automation
In an effort to automatically evaluate and select the best model and improve code quality for automatic incident remediation in IT Automation, it is crucial to verify if the generated code for remediation action is syntactically and semantically correct and whether it can be executed correctly as intended. There are three approaches: 1) conventional methods use surface form similarity metrics (token match, exact match, etc.) which have numerous limitations, 2) execution-based evaluation focuses…

🔊 #NowPlaying on #BBCRadio3:
#BrassBandingWithHannahPeel
- From Tokyo to Tongwynlais
Hannah meets Japanese baritone player Shoko who has brought her Welsh band on tour to Tokyo. Plus a rendition of Vivaldi’s Four Seasons for brass.
Relisten now 👇
https://www.bbc.co.uk/programmes/m002dcdl

Poolius Sleazer
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#satire #potus45

Cowboys well-rounded coaching staff means opportunistic rushing attack https://cowboyswire.usatoday.com/story/sports/nfl/cowboys/2025/07/07/cowboys-well-rounded-coaching-staff-opportunisti…

Benedict Donald
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VulStamp: Vulnerability Assessment using Large Language Model
Haoshen, Ming Hu, Xiaofei Xie, Jiaye Li, Mingsong Chen
https://arxiv.org/abs/2506.11484 https…

VulStamp: Vulnerability Assessment using Large Language Model
Although modern vulnerability detection tools enable developers to efficiently identify numerous security flaws, indiscriminate remediation efforts often lead to superfluous development expenses. This is particularly true given that a substantial portion of detected vulnerabilities either possess low exploitability or would incur negligible impact in practical operational environments. Consequently, vulnerability severity assessment has emerged as a critical component in optimizing software dev…

🇺🇦 #NowPlaying on KEXP's #MorningShow
Talking Heads:
🎵 Life During Wartime
#TalkingHeads
https://theroundedsquares.bandcamp.com/track/the-rounded-squares-talking-heads-life-during-wartime
https://open.spotify.com/track/0aRtXmOhG0zypXF6nkLi2r

Grapefruit Genghis Khan
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Bargain Benito
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