Tootfinder

Always good to get a reality check. At the same time good to remember the data collection of this trial was from October 2024 to Decembre 2024. Models have improved since then, reasoning, more tool use etc.
https://www.theregister.com/2025/09/04/m365_copilot_uk_government/

UK government trial of M365 Copilot finds no clear productivity boost
: AI tech shows promise writing emails or summarizing meetings. Don't bother with anything more complex

BTW - that CBC article used a lot of numbers from this report, which because it's all numbers is awesome. Some tidbits:
- The number of farms over 3,500 acres has nearly doubled in 20 years.
- 41.3% of Canadian farmland is rented.
- From 1971 to 2021, the farm population declined by 62.2%, from 1 in 14 Canadians to 1 in 61.
- Farm debt has more than doubled in the last 20 years, from $43B in 2002 to $138.8B in 2022. That is currently 10x the size of net farm income.
- In 2021, 96,043 tonnes of pesticides were sold for agricultural use – more than three times the amount sold in 1991.
#Statistics #Farming
https://www.nfu.ca/wp-content/uploads/2024/03/Canadian-Ag-by-the-Numbers-2024.pdf

Eagles unveil 2024 Super Bowl banner amid fireworks before NFL opener against Dallas https://www.foxsports.com/articles/nfl/eagles-unveil-2024-super-bowl-banner-amid-fireworks-before-nfl-opener-against-dallas

Revisiting Simple Baselines for In-The-Wild Deepfake Detection
Orlando Castaneda, Kevin So-Tang, Kshitij Gurung
https://arxiv.org/abs/2509.04150 https://ar…

Revisiting Simple Baselines for In-The-Wild Deepfake Detection
The widespread adoption of synthetic media demands accessible deepfake detectors and realistic benchmarks. While most existing research evaluates deepfake detectors on highly controlled datasets, we focus on the recently released "in-the-wild" benchmark, Deepfake-Eval-2024. Initial reporting on Deepfake-Eval-2024 showed that three finetuned open-source models achieve accuracies between 61% and 69%, significantly lagging behind the leading commercial deepfake detector with 82% accuracy. Our work…

Plasma wakefield: from accelerators to black holes
Pisin Chen, Yung-Kun Liu
https://arxiv.org/abs/2509.03880 https://arxiv.org/pdf/2509.03880

Plasma wakefield: from accelerators to black holes
Commemorating the 2024 S. Chandrasekhar Prize, this review provides a retrospective on the genesis and evolution of plasma wakefield acceleration. It traces the journey from prehistory and the invention of the Plasma Wakefield Accelerator (PWFA), the establishment of its theoretical cornerstones, to its profound reverberations across fundamental physics, including astrophysics and analog gravity. The narrative emphasizes conceptual evolution, key theoretical breakthroughs, and future outlook, c…

The Geodesics Less Traveled: Nonminimal RT Surfaces and Holographic Scattering
Jacqueline Caminiti, Caroline Lima, Robert C. Myers
https://arxiv.org/abs/2509.03597 https://

The Geodesics Less Traveled: Nonminimal RT Surfaces and Holographic Scattering
The connected wedge theorem states that in order to have a scattering process in the bulk, it is necessary to have O(1/G) mutual information between certain "decision" regions in the boundary theory. While this large mutual information is not generally sufficient to imply scattering, Caminiti et al. (2024) showed that for a certain class of geometries, bulk scattering is implied by a certain relation between two (possibly non-minimal) Ryu-Takayanagi surfaces. Here, we show that the 2-to-2 versi…

A study found that by late 2024, around 24% of English-language corporate press releases and 14% of UN press releases involved LLM-assisted writing (AJ Dellinger/Gizmodo)
https://gizmodo.com/ai-finds-its-niche-writing-corporate-press-releases-2000666360

AI Finds its Niche: Writing Corporate Press Releases
Hopefully it got the numbers right.

It is December, so it is time to share my #Warframe2024 report from last year before the 2025 one arrives, and yes, I play on Linux and have since 2023, running Warframe on Debian Trixie.
#Debian #Warframe

Taiwan's interior ministry announces a one-year ban on access to Chinese social media app Xiaohongshu, aka RedNote, citing 1,700 fraud cases since 2024 (Ben Blanchard/Reuters)
https://www.reuters.com/world/asia-pacific/tai…

"In 2024, the climate crisis worsened in all ways. But we can still limit warming with bold action"
#Climate #ClimateChange

In 2024, the climate crisis worsened in all ways. But we can still limit warming with bold action
We are living in a hotter, more chaotic world, with more emissions, fires and fossil fuel consumption.

🇺🇦 #NowPlaying on KEXP's #Early
The Gits:
🎵 Second Skin
#TheGits
https://thegits.bandcamp.com/track/second-skin-live-at-rkcndy-2024-remaster
https://open.spotify.com/track/4Rvwe2nPrL4QiylcSD6lcy
Please 🔁 BOOST to share what you like
- your followers don't see if you ⭐ favourite a post

Larry Ellison (Oracle-Chef und Trump-Freund) träumt von der totalen Überwachung: Bürger „werden sich benehmen“, weil jeder Schritt gefilmt, analysiert, gemeldet wird. Klingt mehr nach Orwells #1984 als nach Fortschritt. Mehr Kameras bedeuten nicht mehr Gerechtigkeit, sondern mehr Machtkonzentration. Autor Christiaan Hetzner zieht Parallelen zu Chinas Sozialkreditsystem. | Fortune

»Heute würde diese Aufdringlichkeit als eine klare Grenzüberschreitung gewertet werden und könnte strafrechtlich verfolgt werden. Doch in den 1950er-Jahren war sexuelle Belästigung noch keine Straftat, es war noch nicht mal ein gängiger Begriff.«
Aus: Annegret Braun — Die Sekretärin (2024)

Updated Running Quark and Lepton Parameters at Various Scales
Stefan Antusch, Kevin Hinze, Shaikh Saad
https://arxiv.org/abs/2510.01312 https://arxiv.org/p…

Updated Running Quark and Lepton Parameters at Various Scales
In the light of the recent Particle Data Group (PDG) release, we revisit the running quark and lepton Yukawa couplings, together with the quark mixing parameters, across a range of energy scales. The 2024 PDG determinations of low-energy fermion masses feature significantly smaller uncertainties, resulting from a reduced estimate of systematic errors compared to the more conservative treatment in the 2022 analysis. To assess the impact of these changes, we present running parameters obtained us…

Here’s a good analysis by Gartner and The Next Platform that tries to make sense of spending on AI predictions over the next few years. “if you add devices to datacenter stuff, then AI drove 19.6 percent of IT revenues in 2024 and will drive 27.2 percent of IT revenues in 2025 and 34.1 percent in 2026.” h…

Dicing, Slicing, And Augmenting Gartner’s AI Spending Forecast
When we try to predict the weather, we use ensembles of the initial conditions on the ground, in the oceans, and throughout the air to create a kind of

„Aus Zahlen der Bundesagentur für Arbeit schlussfolgert das Institut, dass die wegen Totalverweigerung von Jobcentern verhängten Sanktionen zwischen April 2024 und Juni 2025 wohl deutlich weniger als 100 Menschen betrafen.
„Dies ist eine sehr geringe Zahl angesichts von mehr als fünf Mio. Personen, die (..) 2024 (..) zur Gruppe der erwerbsfähigen Leistungsberechtigten gehörten“, heißt es im Bericht des zur Bundesagentur für Arbeit gehörenden Forschungsinstituts.“

today in "Rob Pike thinks you are literally too stupid and will personally make Go worse because of it" https://www.dolthub.com/blog/2024-12-20-collection-functions-in-go-1-23/

Researchers: Tile tags broadcast unencrypted MAC addresses and unique IDs; researchers informed Life360 in November 2024 but it stopped replying in February (Kim Zetter/Wired)
https://www.wired.com/story/tile-tracking-tags-can-be-exploi…

Tile Tracking Tags Can Be Exploited by Tech-Savvy Stalkers, Researchers Say
A team of researchers found that, by not encrypting the data broadcast by Tile tags, users could be vulnerable to having their location information exposed to malicious actors.

Anwar Floyd-Pruitt has passed away. I met him at UWM a decade ago, and he was always such a kind and creative person. I last saw him at Saint Kate and had a great conversation with him about his art, while surrounded by the art he was creating at the time. I am gutted... Anwar and his art will be sorely missed.
https://www.

Beloved Artist Anwar Floyd-Pruitt Has Died
Floyd-Pruitt served as the Saint Kate’s artist in residence in 2024.

#np

Invincible Shield (Deluxe Edition)
Judas Priest · Album · 2024 · 14 songs

3 things to know about Bears: Could 2024 top pick be hitting stride? https://www.reviewjournal.com/sports/raiders/3-things-to-know-about-bears-could-2024-top-pick-be-hitting-stride-3466586/

Seahawks survive a TNF classic, plus MLB's late drama surge https://www.nytimes.com/athletic/6662226/2025/09/26/seahawks-cardinals-tnf-the-pulse/

Sharp Interface Dynamics in a Minimal Non-Reciprocal Cahn-Hilliard System
Daniel Gomez, Yoichiro Mori, Sarah Strikwerda
https://arxiv.org/abs/2509.21706 https://

Sharp Interface Dynamics in a Minimal Non-Reciprocal Cahn-Hilliard System
Interest in non-reciprocally coupled systems recently led to the introduction of a minimal non-reciprocally coupled Cahn-Hilliard (CH) model by Brauns and Marchetti in 2024 arXiv:2306.08868, which we refer to as the Brauns-Marchetti (BM) model. This model can be seen as a conservative counterpart to the spatially extended FitzHugh-Nagumo model. Lacking a gradient structure, the BM model was observed to exhibit interesting dynamics including traveling periodic wave-trains and other coherent stru…

Der konkrete Erziehungsstil der Eltern ist für das spätere Leben der Kinder kaum relevant, solange drei Dinge gegeben sind:
1. Unbedingte Wärme und Zuwendung,
2. kulturelle Impulse und
3. eine gewisse Struktur mit konkreten Zielen.
Ansonsten tun Kinder halt das, was ihnen ihre Eltern vorleben.

The One Big Thing You Can Do for Your Kids
The research shows that you probably have less effect on your kids than you think—with one major exception: Your love will make them happy.

Wandern auf den Laaber bei Oberammergau 2024
#hiking #silentsunday

from my link log —
Unification-free ("keyword") type checking.
https://www.haskellforall.com/2024/02/unification-free-keyword-type-checking.html
saved 2025-09-01

Unification-free ("keyword") type checking
Unification-free ("keyword") type checking From my perspective, one of the biggest open problems in imple...

Jährlicher Zubau und Rückbau der #Windenergieleistung in #Deutschland. Stand: 19.09.2025.
Summen der Inbetriebnahmen und Stilllegungen pro Jahr.
Der Datenbestand enthält ggf. unplausible Datensätze.
👉 Zusatzlesestoff: 14 Tipps zum

White rose, covered in water droplets. Mary and Joseph Retreat Center, Rancho Palos Verdes, California, USA. August, 2024. #maryandjosephretreatcenter #ranchopalosverdes #rose

Russian oppositioner Navalny killed 'by poisoning' in 2024, widow cites Western labs: https://benborges.xyz/2025/09/17/russian-oppositioner-navalny-killed-by.html

Israel Heritage Foundation tied to 2024 Trump campaign, top Israeli officials
https://prismreports.org/2025/09/17/israel-heritage-foundation-trump-israeli-government/

Trump started the verbal war with Canada shortly after the 2024 election.
He invited Prime Minister Trudeau to dine with him at Mar-a-Lago on November 29.
Trump said then that Canada should be the fifty-first state and that Trudeau should be its governor. (Later, Trump switched to Gretzky.)
“I look forward to seeing the governor again soon so that we may continue our in depth talks on tariffs and trade,” Trump posted on social media.
To this, Trudeau responded:
…

The New Detroit-Windsor Bridge Can’t Repair the Damage Trump Has Done
The opening of the Gordie Howe bridge has been delayed. It’s an apt metaphor for where U.S.-Canada relations have gone under Trump 2.0.

@… guten morgen! re flameshot (https://www.tub.tuhh.de/tubtorials/2024/11/30/screenshot-tools-mein-aha-moment-mit-fla…

KPMG: the 12 largest media companies collectively spent ~$210B on content in 2024, up 4% YoY, led by Comcast/NBCUniversal at $37B and YouTube at $32B (Todd Spangler/Variety)
https://variety.com/2025/tv/news/content-spending-2024-re…

Content Spending Hit $210B in 2024, Led by Comcast, YouTube, Disney
The biggest media companies set a new content-spending record in 2024, paying out around $210 billion, according to an analysis by KPMG.

A Combined TESS and Ground-based Study of Transit Timing Variations in HAT-P-16, TOI-1516 and TOI-2046 Systems
E. Sonbas, K. Kaplan, M. Tanriver, A. Keskin, K. S. Dhuga, A. Bulut, E. Gogus, W. Ogloza
https://arxiv.org/abs/2509.21551

A Combined TESS and Ground-based Study of Transit Timing Variations in HAT-P-16, TOI-1516 and TOI-2046 Systems
We present new results for the hot Jupiters HAT-P-16b, TOI-1516b, and TOI-2046b, based on photometric observations collected using both space- and ground-based facilities. Ground-based data were collected in the 2020-2024 time span with the 0.6 m telescope (ADYU60) located at the Adiyaman University Application and Research Center (Adiyaman, Türkiye) and the 1.0 m telescope at the Türkiye National Observatory (TUG, Türkiye). Through a combination of fits to our ground-based data, the mid-tra…

EU life expectancy estimated at 81.7 years in 2024 - News articles - #Eurostat
https://ec.europa.eu/eurostat/web/products-eurostat-news/w/ddn-20250911-1
Ga…

Gap Inhomogeneity in Cuprates: a view from Two-Dimensional Josephson Echo Spectroscopy
Alex G\'omez Salvador, Ivan Morera, Marios H. Michael, Pavel E. Dolgirev, Danica Pavicevic, Albert Liu, Andrea Cavalleri, Eugene Demler
https://arxiv.org/abs/2509.23856

Gap Inhomogeneity in Cuprates: a view from Two-Dimensional Josephson Echo Spectroscopy
Novel theoretical developments have allowed to connect microscopic disorder in bosonic collective excitations to the signatures in two-dimensional terahertz spectroscopy (Gómez Salvador et al. 2025). Here, we employ this framework to analyze the recently measured Josepshon echoes in optimally doped La$_{2-x}$Sr$_x$CuO$_4$ (Liu et al. 2024). We consider the spatial gap inhomogeneities -observed in scanning tunneling microscopy- as input for the disorder in the superfluid density, and compute th…

ich war ja im Juli 2024 noch auf der Ausstellung "Das Fahrrad - Kultobjekt - Designobjekt" in der Pinakothek der Modernen in München.
Keine Ahnung, wieso das bis jetzt gedauert hat, dass ich was dazu geschrieben habe.
https://mega-stoffel.de/weblog/2024/07/29/das-fahrrad…

208 Menschen 2024 durch Streumunition getötet
208 Menschen sind im vergangenen Jahr in der Ukraine von Streumunition getötet oder verletzt worden. Das war die Mehrheit der weltweit 314 Opfer, wie aus dem Streumunitionsmonitor der Menschenrechtsorganisation Human Rights Watch hervorgeht. Es gebe aber eine hohe Dunkelziffer, weil nicht immer registriert werde, dass Verletzungen durch Streumunition verursacht wurden.
Auch die U…
📑

Ukraine-Liveblog: ++ Ukraine meldet Ausfall von Starlink ++
Die Ukraine hat einen erneuten vorübergehenden Ausfall des Satelliten-Kommunikationsdienstes Starlink beklagt. Laut Präsident Selenskyj rücken die ukrainischen Streitkräfte in den Grenzgebieten der nördlichen Region Sumy vor.

NFL picks, predictions against the spread Week 5: Chiefs cool Jaguars, Cowboys best Jets https://www.sportingnews.com/us/nfl/news/nfl-picks-predictions-against-spread-week-5/265e0b16595e236ca1885170

Nonadiabatic processes in dynamical controls
Yoshiaki Teranishi, Satoshi Morita, Seiji Miyashita
https://arxiv.org/abs/2509.19062 https://arxiv.org/pdf/250…

The robo-advisory market, which includes companies that use AI tools to help investors pick stocks, is expected to grow from $61.75B in 2024 to $470.91B by 2029 (Joice Alves/Reuters)
https://www.reuters.com/business/finance/c

Packers' Micah Parsons downplays Cowboys matchup: 'We're talking about winning' https://www.nytimes.com/athletic/6659566/2025/09/25/packers-cowboys-micah-parsons-jerry-jones/

And a related issues - lowered speed limits work when well implemented. #VisionZero #SafeStreets
https://…

Brent Toderian (@brenttoderian.bsky.social)
IMPORTANT STUDY: “On average, the implementation of 30 km/h speed limits in European cities demonstrated a 23%, 37% & 38% reduction in road crashes, fatalities & injuries respectively. Lower speed limits also yielded environmental benefits.” https://www.nrso.ntua.gr/review-of-city-wide-30-kmh-speed-limit-benefits-in-europe-may-2024/

POL-BO: Tag ohne Verkehrstote
„Die Polizei appelliert daher:
- Beachten Sie die Regeln der Straßenverkehrsordnung.
- Halten Sie sich an die zulässige Höchstgeschwindigkeit.
- Lassen Sie sich nicht ablenken
- das Handy bleibt in der Tasche.
- Fahren Sie nicht unter Alkohol- oder Drogeneinfluss.
- Nehmen Sie Rücksicht auf andere Menschen.“

POL-BO: Polizei für Bochum, Herne und Witten beteiligt sich am Tag ohne Verkehrstote
Bochum, Herne, Witten (ots) - Neun Menschen haben 2024 in Bochum, Herne und Witten bei Verkehrsunfällen ihr Leben verloren - um auf die Gefahren des Straßenverkehrs aufmerksam...

NEXUS: A Search for Nuclear Variability with the First Two JWST NIRCam Epochs
Zachary Stone, Yue Shen, Ming-Yang Zhuang, Lei Hu, Justin Pierel, Junyao Li, Adam J. Burgasser, Jenny E. Greene, Zhiwei Pan, Alice E. Shapley, Fengwu Sun, Padmavathi Venkatraman, Feige Wang
https://arxiv.org/abs/2509.19585

NEXUS: A Search for Nuclear Variability with the First Two JWST NIRCam Epochs
The multi-cycle JWST Treasury program NEXUS will obtain cadenced imaging and spectroscopic observations around the North Ecliptic Pole during 2024-2028. Here we report a systematic search for nuclear variability among $\sim 25\,$k sources covered by NIRCam (F200W+F444W) imaging using the first two NEXUS epochs separated by 9 months in the observed frame. Difference imaging techniques reach $1σ$ variability sensitivity of 0.18~mag (F200W) and 0.15~mag (F444W) at 28th magnitude (within 0".2 diam…

Internal report: global revenue at the Financial Times Group grew by 6% YoY to £540M in 2024; UK accounts for Financial Times Ltd show revenue up 2% to £454.6M (Charlotte Tobitt/Press Gazette)
https://pressgazette.co.uk/media_business/…

Financial Times reports global revenue boost to £540m for 2024
Global revenue at the Financial Times Group was above half-a-billion pounds for the second time in 2024, growing by 6% to £540m.

Jährlicher Zubau und Rückbau von #Balkonsolarleistung in Deutschland mit Stand vom 19.09.2025.
Unplausible Inbetriebnahmedaten von 1900 bis 2017 wurden durch das Registrierungsdatum der #Steckersolaranlage ersetzt.
👉 Zusatzlesestoff: Förderantrag

An analysis of a rock sampled by NASA's #Perseverance #Mars rover last year called “Sapphire Canyon” will be discussed in a press conference at the top of the hour: #Jezero Crater long ago.

from my link log —
Where did DNSSEC go wrong?
https://blog.apnic.net/2024/07/05/where-did-dnssec-go-wrong/
saved 2025-09-05

Where did DNSSEC go wrong? | APNIC Blog
Guest Post: What lessons can we learn from the development of DNSSEC?

Tracking the Spatiotemporal Spread of the Ohio Overdose Epidemic with Topological Data Analysis
Nicholas Bermingham, David White, Nathan Willey
https://arxiv.org/abs/2509.22705 …

Tracking the Spatiotemporal Spread of the Ohio Overdose Epidemic with Topological Data Analysis
In recent years, techniques from Topological Data Analysis (TDA) have proven effective at capturing spatial features of multidimensional data. However, applying TDA to spatiotemporal data remains relatively underexplored. In this work, we extend previous studies of disease spread by using the Mapper algorithm to analyze the Ohio drug overdose epidemic from 2007 to 2024. We introduce a novel method for constructing covers in Mapper graphs of spatiotemporal data that respects geographic structure…

And a related issues - lowered speed limits work when well implemented. #VisionZero #SafeStreets
https://…

Brent Toderian (@brenttoderian.bsky.social)
IMPORTANT STUDY: “On average, the implementation of 30 km/h speed limits in European cities demonstrated a 23%, 37% & 38% reduction in road crashes, fatalities & injuries respectively. Lower speed limits also yielded environmental benefits.” https://www.nrso.ntua.gr/review-of-city-wide-30-kmh-speed-limit-benefits-in-europe-may-2024/

🔊 #NowPlaying on #BBCRadio3:
#ThroughTheNight
- Chamber Music from the 2024 Schubertiade, Hohenems
The Modigliani Quartet perform Schubert's Seventh String Quartet together with Beethoven's first Rasumovsky quartet. They are joined by Sharon Kam for Brahms's Clarinet Quintet.
Relisten now 👇
https://www.bbc.co.uk/programmes/m002hwtr

Progressing Level-of-Detail Animation of Volumetric Elastodynamics
Jiayi Eris Zhang, Doug L. James, Danny M. Kaufman
https://arxiv.org/abs/2509.14177 https://

Progressing Level-of-Detail Animation of Volumetric Elastodynamics
We extend the progressive dynamics model (Zhang et al., 2024) from cloth and shell simulation to volumetric finite elements, enabling an efficient level-of-detail (LOD) animation-design pipeline with predictive coarse-resolution previews facilitating rapid iterative design for a final, to-be-generated, high-resolution animation of volumetric elastodynamics. This extension to volumetric domains poses significant new challenges, including the construction of suitable mesh hierarchies and the defi…

AC^0[p]-Frege Cannot Efficiently Prove that Constant-Depth Algebraic Circuit Lower Bounds are Hard
Jiaqi Lu, Rahul Santhanam, Iddo Tzameret
https://arxiv.org/abs/2509.16824 http…

AC^0[p]-Frege Cannot Efficiently Prove that Constant-Depth Algebraic Circuit Lower Bounds are Hard
We study whether lower bounds against constant-depth algebraic circuits computing the Permanent over finite fields (Limaye-Srinivasan-Tavenas, J. ACM 2025; Forbes, CCC 2024) are hard to prove in certain proof systems. We focus on a DNF formula that expresses that such lower bounds are hard for constant-depth algebraic proofs. Using an adaptation of the diagonalization framework of Santhanam and Tzameret (SIAM J. Comput. 2025), we show unconditionally that this family of DNF formulas does not ad…

Five principles to protect the human knowledge ecosystem. 2/5

Sources: smart ring maker Oura is raising an $875M Series E at a $10.9B valuation, up from $5B in November 2024, and has sold ~3M rings over the past year (Bloomberg)
https://www.bloomberg.com/news/articles/2025-09-22/oura-ri…

Oura Ring Maker to Become $11 Billion Company with Latest Raise
Oura Health Oy, the maker of the popular Oura health and fitness ring, is closing in on a roughly $11 billion valuation after selling about 3 million rings over the past year.

Quadratic Kernel for Cliques or Trees Vertex Deletion
Soh Kumabe
https://arxiv.org/abs/2509.16815 https://arxiv.org/pdf/2509.16815

Quadratic Kernel for Cliques or Trees Vertex Deletion
We consider \textsc{Cliques or Trees Vertex Deletion}, which is a hybrid of two fundamental parameterized problems: \textsc{Cluster Vertex Deletion} and \textsc{Feedback Vertex Set}. In this problem, we are given an undirected graph $G$ and an integer $k$, and asked to find a vertex subset $X$ of size at most $k$ such that each connected component of $G-X$ is either a clique or a tree. Jacob et al. (ISAAC, 2024) provided a kernel of $O(k^5)$ vertices for this problem, which was recently improve…

Anti-Money Laundering Machine Learning Pipelines; A Technical Analysis on Identifying High-risk Bank Clients with Supervised Learning
Khashayar Namdar, Pin-Chien Wang, Tushar Raju, Steven Zheng, Fiona Li, Safwat Tahmin Khan
https://arxiv.org/abs/2509.09127

Anti-Money Laundering Machine Learning Pipelines; A Technical Analysis on Identifying High-risk Bank Clients with Supervised Learning
Anti-money laundering (AML) actions and measurements are among the priorities of financial institutions, for which machine learning (ML) has shown to have a high potential. In this paper, we propose a comprehensive and systematic approach for developing ML pipelines to identify high-risk bank clients in a dataset curated for Task 1 of the University of Toronto 2023-2024 Institute for Management and Innovation (IMI) Big Data and Artificial Intelligence Competition. The dataset included 195,789 c…

"Upgrading a thousand Debian hosts in less than an hour" – Grégory Colpart (@…) & Jérémy Lecour (@…) at MiniDebConf Toulouse 2024

“In August 2024, SubwayTakes was invited to interview Kamala Harris and Tim Walz. During Rahma's interview of Harris, Harris surprised Rahma when she diverted from the pre-approved take against removing shoes on airplanes to a "Bacon is a spice" take. This take offended Rahma's Muslim beliefs, causing Rahma to ask to do the pre-approved take. But, after being advised by a staffer, Harris moved to a pro-anchovies-on-pizza take. This caused Rahma to quickly end the video. Aft…

California Scrub Jay. LA Arboretum, Arcadia, California, USA. December 2024. #laarboretum #jay #scrubjay

Trace Repair Never Loses to Classical Repair: Exact and Explicit Helper Nodes Selection
Wilton Kim, Stanislav Kruglik, Han Mao Kiah
https://arxiv.org/abs/2509.06492 https://

Trace Repair Never Loses to Classical Repair: Exact and Explicit Helper Nodes Selection
We study the repair of Reed--Solomon codes over $\mathbb{F}=\mathbb{B}^t$ using traces over $\mathbb{B}$. Building on the trace framework of Guruswami--Wootters (2017), recent work of Liu--Wan--Xing (2024) reduced repair bandwidth by studying a related subspace $\mathcal{W}_k$. In this work, we determine the dimension of $\mathcal{W}_k$ exactly using cyclotomic cosets and provide an explicit set of helper nodes that attains bandwidth $(n-d-1)\log |\mathbb{B}|$ bits with $d=\text{dim}(…

Putin admits Russian air defense opened fire at Azerbaijani airliner in 2024: https://benborges.xyz/2025/10/09/putin-admits-russian-air-defense.html

#Tatort: Ich sehe dich - #ARD #BR

Cowboys Add WR From Practice Squad With CeeDee Lamb Out vs. Packers https://heavy.com/sports/nfl/dallas-cowboys/jalen-cropper-elevated-ceedee-lamb-out/?adt_ei=[email]

Conceptual design of a Doppler Backscattering diagnostic for the EXL-50U spherical tokamak
Ying Hao Matthew Liang, Valerian Hongjie Hall-Chen, Terry L. Rhodes, Yumin Wang, Yihang Zhao
https://arxiv.org/abs/2509.18532

Immer häufiger führen #Dürre, #Starkregen und #Überschwemmungen weltweit zu Schäden.
2024 war das sechste Jahr in Folge mit extremen Abweichungen im

Ressource Wasser: Dürren, Fluten, Extremregen: Wasserkreislauf aus den Fugen
Hier finden Sie Informationen zu dem Thema „Ressource Wasser“. Lesen Sie jetzt „Dürren, Fluten, Extremregen: Wasserkreislauf aus den Fugen“.

#Podcast-Hörempfehlung (nicht ganz unparteiisch): der @… -Podcast mit Beiträgen aus der Magnus-Hirschfeld-Gesellschaft und dem Stadtmuseum #Berlin zu 'k…

A profile of Edwin Chen, the CEO of Surge AI, a Scale AI rival that had $1.2B revenue in 2024, is profitable, and is reportedly raising $1B at a $30B valuation (Phoebe Liu/Forbes)
https://www.forbes.com/sites/phoebeliu/2025/09/17/the-ai-billionaire-…

AI Founder Edwin Chen Shunned VC. Now He’s Worth $18 Billion
An alum of Google and Twitter, Edwin Chen built his data labeling company, Surge, in the shadows of the AI revolution. Now the 37-year-old wants to make his voice heard.

A review of Northern Irish police finds journalist surveillance wasn't widespread but finds 20 attempts to ID journalists' sources between 2011 and 2024 (Press Gazette)
https://pressgazette.co.uk/news/police-in-nort…

Police in Northern Ireland tried to identify journalists' sources more than 20 times
But covert surveillance of journalists not found to be "widespread or systemic".

Hierarchical Deep Fusion Framework for Multi-dimensional Facial Forgery Detection - The 2024 Global Deepfake Image Detection Challenge
Kohou Wang, Huan Hu, Xiang Liu, Zezhou Chen, Ping Chen, Zhaoxiang Liu, Shiguo Lian
https://arxiv.org/abs/2509.13107

Hierarchical Deep Fusion Framework for Multi-dimensional Facial Forgery Detection - The 2024 Global Deepfake Image Detection Challenge
The proliferation of sophisticated deepfake technology poses significant challenges to digital security and authenticity. Detecting these forgeries, especially across a wide spectrum of manipulation techniques, requires robust and generalized models. This paper introduces the Hierarchical Deep Fusion Framework (HDFF), an ensemble-based deep learning architecture designed for high-performance facial forgery detection. Our framework integrates four diverse pre-trained sub-models, Swin-MLP, CoAtNe…

Pond Slider turtles basking on the rocks in a pond. LA Arboretum, Arcadia, California, USA. December, 2024. #laarboretum #turtle #pondslider

Filing: Insight Partners says a ransomware attack on its systems between October 2024 and January 2025 affected 12,600 people, including limited partners (Zack Whittaker/TechCrunch)
https://techcrunch.com/2025/09/17/vc-giant…

VC firm Insight Partners says thousands of staff and limited partners had personal data stolen in a ransomware attack | TechCrunch
The venture capital giant, behind cyber giants Wiz and Databricks, notified current and former employees, as well as the firm's limited partners, that their data was stolen in a January cyberattack.

Anzahl der installierten #Windkraftanlagen pro Jahr in #Deutschland mit Stand vom 19.09.2025.
Der Datenbestand enthält ggf. unplausible Datensätze.
👉 Zusatzlesestoff: 14 Tipps zum #Energiesparen

Five principles to protect the human knowledge ecosystem. 2/5

RSF says Chinese journalist Zhang Zhan, jailed from 2020 to 2024, has been sentenced to four more years on a charge of "picking quarrels and provoking trouble" (Reuters)
https://www.reuters.com/world/china/chinese-c…

from my link log —
CandyFab: a DIY 3D sugar printer.
https://candyfab.org/
saved 2024-12-20 https://dotat.at/:/3D5SH.html

Dallas Cowboys' DeMarvion Overshown inching closer to return from injury https://www.sportingnews.com/us/nfl/dallas-cowboys/news/dallas-cowboys-demarvion-overshown-inching-closer-return-injury/a662…

'Until we win games ... it doesn't matter': Why Dolphins are fixing a broken team culture https://www.espn.com/nfl/story/_/id/46284120/miami-dolphins-mike-mcdaniel-culture-reset-tyreek-hill-tua-tagovailoa

Nika Soon-Shiong, LAT owner Patrick Soon-Shiong's daughter, becomes Drop Site News' publisher, as the left-leaning outlet hits ~400K subs since its 2024 launch (Max Tani/Semafor)
https://www.semafor.com/article/09/14/2025

‘The verdict of history will be merciless’: A new left media rises in the age of Trump
Drop Site News is bringing on a new publisher as it and other leftist news sites get scoops and momentum.

Humanoid robot startup Figure raised a $1B Series C led by Parkway Venture Capital at a post-money valuation of $39B, up from $2.6B in February 2024 (Jackie Davalos/Bloomberg)
https://www.bloomberg.com/news/articles/2025-09-1…

Five principles to protect the human knowledge ecosystem 3/5

Anzahl der registrierten #Balkonkraftwerke in #Deutschland mit Stand vom 05.09.2025.
Der aktuelle Höchststand liegt bei 1114359 registrierten Anlagen.
Unplausible Inbetriebnahmedaten von 1900 bis 2017 wurden durch das Registrierungsdatum der

Sources: Reddit is in early talks with Google to deepen integration of its content into Google's AI products, beyond its $60M data-sharing deal signed in 2024 (Bloomberg)
https://www.bloomberg.com/news/articles/2025-09-17/…

PitchBook: VCs have invested $5B in humanoid robotics startups since the beginning of 2024, as years of steady progress and GenAI triggers an investment frenzy (Washington Post)

Humanoid robots were a sci-fi dream. Suddenly they’re everywhere.
A frenzy of investment from Amazon, Meta and other companies has created a crowd of new humanoid robots.

Jährlicher Zubau und Rückbau der #Windenergieleistung in #Deutschland. Stand: 06.09.2025.
Summen der Inbetriebnahmen und Stilllegungen pro Jahr.
Der Datenbestand enthält ggf. unplausible Datensätze.
👉 Zusatzlesestoff: 14 Tipps zum

Vanity Fair announces 12 new hires, including Olivia Nuzzi, who left New York Magazine in October 2024 after admitting to an affair with RFK Jr. (Vanity Fair)
https://www.vanityfair.com/news/story/vanity-fair-welcomes-new-hires

Vanity Fair Announces New Hires Across Departments
Jennifer Pastore, Olivia Nuzzi, Lindsey Underwood, Aidan McLaughlin, and more to join the magazine

JD.com: sales of the iPhone 17 series in the first minute after pre-orders opened in China surpassed the first-day pre-order volume of 2024's iPhone 16 series (Coco Feng/South China Morning Post)
https://www.scmp.com/tech/big-tech/article

Strong appetite for new iPhone in China as pre-orders break record
The numbers underscore Apple’s brand loyalty in China despite growing competition from the likes of Huawei, analysts say.

Penske Media sues Google, says ~20% of Google search results linking to its sites now include AI Overviews, and affiliate link revenue fell 33% since late 2024 (Ben Fritz/Wall Street Journal)
https://www.wsj.com/tech/ai/rolling-stone-publisher-sues…

Jährlicher Zubau und Rückbau von #Balkonsolarleistung in Deutschland mit Stand vom 05.09.2025.
Unplausible Inbetriebnahmedaten von 1900 bis 2017 wurden durch das Registrierungsdatum der #Steckersolaranlage ersetzt.
👉 Zusatzlesestoff: Förderantrag

Anzahl der errichteten #Balkonkraftwerke pro Jahr in #Deutschland mit Stand vom 05.09.2025.
Unplausible Inbetriebnahmedaten von 1900 bis 2017 wurden durch das Registrierungsdatum der #Steckersolaranlage

Kumulativer Zubau von #Balkonsolarleistung in #Deutschland mit Stand vom 05.09.2025.
Die summierte Leistung aller offiziell registrierten #Steckersolaranlagen beträgt b…

AI music platform Suno raised $250M led by Menlo Ventures at a $2.45B valuation, up from ~$500M in 2024, and says its annual revenue has reached $200M (Katherine Sayre/Wall Street Journal)
https://www.wsj.com/business/media/ai-musi

‼️#Deutschland hat sich #Klimaschutzziele gesetzt und natürlich möchte auch das Bundesamt für #Bevölkerungsschutz und

Das BBK setzt beim Warntag auf Nachhaltigkeit
Beim Warntag 2024 wurden erstmals Schafherden als natürliche Sirenen eingesetzt. Erfahre, wie Schafe umweltfreundlich Alarme auslösen!

Crypto trading volume at Bitstamp, bought by Robinhood in 2024, grew 21% MoM in August to $14.4B, surpassing Robinhood's crypto volume, which fell 18% to $13.7B (Brayden Lindrea/Cointelegraph)
https://cointelegraph.com/news/bitstamp-flips-parent-robin…

Anzahl der installierten #Windkraftanlagen pro Jahr in #Deutschland mit Stand vom 06.09.2025.
Der Datenbestand enthält ggf. unplausible Datensätze.
👉 Zusatzlesestoff: 14 Tipps zum #Energiesparen