Einige der zuletzt hier besonders häufig geteilten #News:
US-Gericht: Zugriff von DOGE-Agenten auf Behördendaten war illegal
This contradicts the study ‘On the Impact of AGENTS.md Files on the Efficiency of AI Coding Agents’, which comes to the following conclusion: ‘we show that
the presence of a root AGENTS.md file is associated with reduced
token usage and faster task completion on real pull requests.’
https://arxiv.org/pdf/2601.20404
Where the Raiders rank statistically ahead of Week 7 https://raiderswire.usatoday.com/story/sports/nfl/raiders/2026/10/22/raiders-statistical-rankings-week-7-offense-defense/92388553007/
Kleine Homelab-Optimierung 🌱
DB-Backups von gzip auf zstd --rsyncable umgestellt:
📦 vorher: ~919 MB
📦 nachher: ~529 MB
➡️ 42,5 % weniger Daten
Laufzeit praktisch gleich: 7:43 vs. 7:48 min.
Weniger speichern und übertragen bei gleicher Laufzeit – kleine Effizienzgewinne summieren sich.
#Homelab
Opus 5.5 efficiency jump — but only at lower effort levels. At low, medium and high effort it is 1.9–3.3× faster and 1.6–2.4× cheaper than Opus 5. Python at low effort now costs $0.38 and 35 seconds, against Opus 5's $0.75 and 117 s. At xhigh the two models are indistinguishable; at max 5.5 is 1.3× slower in Python and 1.9× slower in Go with high variability. Three Python runs at max took 1030, 1688 and 3333 seconds. Opus 5's defaults to high; 5.5's defaults to medium. https://github.com/adrianco/retort/blob/main/model-blog.md
VW gibt 330.000 seiner 657.000 Beschäftigten Copilot, damit sie „effizienter arbeiten“, so KI-Chefin Sophie Vassarotti. Zur selben Zeit plant der Konzern den Abbau von bis zu 110.000 Stellen, Tarifverträge sind schon gekündigt, berichtet Golem. Für manche heißt effizienter arbeiten dann wohl: effizient gehen. #DigitaleSuveränität #VW #Copilot #KI https://www.golem.de/news/copilot-330-000-volkswagen-angestellte-bekommen-microsofts-ki-2610-214347.html
Trump tried to undermine the US organization that ensures fair elections:
#USPol
Holy sh*t.
"A few months into President Donald Trump’s second term, political appointees at the Department of Homeland Security made an unusual request of its agency focused on cybersecurity: Secretly acquire a voting machine and hack it."
"Moreover, the agency had been directed not to alert the voting machine company if it uncovered flaws, contrary to its standard practices."
"The CISA employees repeatedly told the political appointees that their request was impossible, in part because the agents capable of pulling off such an operation had just been laid off by Elon Musk’s Department of Government Efficiency initiative. The appointees eventually stopped pressing CISA."
https://www.propublica.org/article/cisa-election-security-donald-trump
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