Tootfinder

Here is a poll about #GenAI since that's all we're talking about at the moment:
Do you believe that you can detect AI-generated text?
If so, what are your tips to detect it? I found this article which has a few suggestions :

5 Easy Ways To Tell If Written Content Came From Generative AI
Spread of generative AI content online since ChatGPT 3.5 launched in November 2022 is up 8,362%. Here's how to tell if content was written by an AI bot or not.

Anzahl der #Balkonkraftwerke in #Deutschland mit Stand vom 03.07.2025.
Der aktuelle Höchststand liegt bei 1014651 registrierten Anlagen.
Unplausible Inbetriebnahmedaten von 1900 bis 2015 wurden durch das Registrierungsdatum der

John Willis interviewed me for his Profound podcast series...
This post provides links to more information on what we discussed in the podcast.
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Bill Hunter (my father): Quality In The Community One City’s Experience (Madison) – Quality Comes to City Hall (Madison) – Managing Our Way to Economic Success
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Design of Experiments
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PDSA improvement cycle: Keys to the Effective Use of the PDSA Improvement Cycle...

Domestic Heat Pumps: Barriers to Installation (2022) - A case study in the friction in specifying and installing a heat-pump in the UK, even for a savvy early adopter. #heatpump #netZero #futureReady

Domestic Heat Pumps: Barriers to Installation (2022)
A case study in the friction in specifying and installing a heat-pump in the UK, even for a savvy early adopter. #heatpump #netZero #futureReady

A Survey of LLM-based Automated Program Repair: Taxonomies, Design Paradigms, and Applications
Boyang Yang, Zijian Cai, Fengling Liu, Bach Le, Lingming Zhang, Tegawend\'e F. Bissyand\'e, Yang Liu, Haoye Tian
https://arxiv.org/abs/2506.23749

A Survey of LLM-based Automated Program Repair: Taxonomies, Design Paradigms, and Applications
Large language models (LLMs) are reshaping automated program repair (APR). We categorize the recent 63 LLM-based APR systems published from January 2022 to June 2025 into four paradigms, and show how retrieval- or analysis-augmented contexts strengthen any of them. This taxonomy clarifies key trade-offs: fine-tuning delivers strong task alignment at high training cost; prompting enables rapid deployment but is limited by prompt design and context windows; procedural pipelines offer reproducible…

🇺🇦 #NowPlaying on KEXP's #Early
Paul McCartney & Wings:
🎵 Jet
#PaulMcCartney #Wings
https://security2.bandcamp.com/track/chet-parody-of-jet-by-paul-mccartney-wings-re-mastered-2022
https://open.spotify.com/track/4D40ZlFAWsvX7lua1Kablh

Krugman outlines a constellation of possible causes around a core theme: extreme uncertainty.
“What does a business do in the face of this kind of uncertainty? It tries to avoid making commitments that it may soon regret.”
Krugman tries to tie it all to Trump’s recent actions, which is dubious: the post-college job market has been crap since 2022 or 2023; Krugman’s own graph suggests it started worsening circa 2018. The larger theme of uncertainty, however, fits that timeframe.