Tootfinder

PhishLumos: An Adaptive Multi-Agent System for Proactive Phishing Campaign Mitigation
Daiki Chiba, Hiroki Nakano, Takashi Koide
https://arxiv.org/abs/2509.21772 https://

PhishLumos: An Adaptive Multi-Agent System for Proactive Phishing Campaign Mitigation
Phishing attacks are a significant societal threat, disproportionately harming vulnerable populations and eroding trust in essential digital services. Current defenses are often reactive, failing against modern evasive tactics like cloaking that conceal malicious content. To address this, we introduce PhishLumos, an adaptive multi-agent system that proactively mitigates entire attack campaigns. It confronts a core cybersecurity imbalance: attackers can easily scale operations, while defense rem…

Quantum reflection time and the Goos-H\"anchen effect
D. Sokolovski, Y. Caudano
https://arxiv.org/abs/2508.17883 https://arxiv.org/pdf/2508.17883

Quantum reflection time and the Goos-Hänchen effect
We explore the analogy between following the motion of a reflected wave packet, and a quantum measurement of the spatial delay imposed on the particle by the scattering potential. It is shown that converting such delays into temporal durations can lead to \e{negative times}, and best be avoided. It is also demonstrated that a \e{soft} potential can be replaced by superposition of hard walls. This representation is used for calculating the Goos-Hänchen shift of a Gaussian beam incident on a pot…

New Jersey PBS will shut down on July 1, 2026, due to the federal rescission and state funding falling 75% to $250K (Mike Davis/Asbury Park Press)
https://www.app.com/story/entertainment/televisio…

New Jersey PBS to shut down next July. Massive funding cuts drive move
WNET, the parent company of NJ PBS, was unable to reach a deal with the state broadcasting authority due to cuts in funding.

Interpretable Evaluation of AI-Generated Content with Language-Grounded Sparse Encoders
Yiming Tang, Arash Lagzian, Srinivas Anumasa, Qiran Zou, Trang Nguyen, Ehsan Adeli, Ching-Yu Cheng, Yilun Du, Dianbo Liu
https://arxiv.org/abs/2508.18236

Interpretable Evaluation of AI-Generated Content with Language-Grounded Sparse Encoders
While the quality of AI-generated contents, such as synthetic images, has become remarkably high, current evaluation metrics provide only coarse-grained assessments, failing to identify specific strengths and weaknesses that researchers and practitioners need for model selection and development, further limiting the scientific understanding and commercial deployment of these generative models. To address this, we introduce Language-Grounded Sparse Encoders (LanSE), a novel architecture that cre…

Inyo County, on the eastern side of the Sierra Nevada, has two hospitals.
In a matter of weeks it may be down to one, local and state officials say.
Southern Inyo Healthcare District -- a 37-bed hospital in Lone Pine -- had eight days of cash on hand as of Sept.12, chief executive Dr. Kevin Flanigan told CalMatters.
Local officials have sent a letter asking Gov. Gavin Newsom for an emergency $3 million to stabilize its finances through the end of the year,
but absent s…

With just days of cash left, Inyo County hospital nears crisis point
The financial crisis at Southern Inyo Healthcare District comes as rural hospitals nationwide face rising costs and federal Medicaid cuts.

Starting to try servo and filling bugs, probably not my first, but my first for a release version.
Servo 0.0.1 crashes when loading lefigaro.fr · Issue #40052 · servo/servo
https://github.com/servo/servo/issues/40052

Servo 0.0.1 crashes when loading lefigaro.fr · Issue #40052 · servo/servo
Describe the bug: When loading lefigaro.fr servo crashes. ludovic@nogoon ~/D/servo [SIGSEGV]> ./servo [FIGCONSENT] was executed [FIGCONSENT] new UUID generated [FIGCONSENT] UUID is WBWsCvrcDaJfxFeC...

Rep. Ro Khanna says Trump is following Nixon's playbook in attempt to 'interfere' with the Federal Reserve (Megan Lebowitz/NBC News)
https://www.nbcnews.com/politics/congress/ro-khanna-trump-nixon-playbook-federal-reserve-lisa-cook-mortgage-rcna228264
http://www.memeorandum.com/250831/p55#a250831p55

Don't usually weigh in on L.A. stuff but if it's not safe to build 7 duplexes there, then it's not safe to rebuild 5,000 single-family homes there. Make up your mind, Newsom and Bass.
https://laist.com/news/housing-homeles

LA mayor bans duplexes in Palisades burn zone after getting permission from governor
Following uproar from homeowners and local elected leaders, a state law allowing denser housing in single-family areas will no longer apply to the Pacific Palisades.

A Formal Framework for Fluency-based Multi-Reference Evaluation in Grammatical Error Correction
Eitan Klinger, Zihao Huang, Tran Minh Nguyen, Emma Jayeon Park, Yige Chen, Yang Gu, Qingyu Gao, Siliang Liu, Mengyang Qiu, Jungyeul Park
https://arxiv.org/abs/2510.06749

A Formal Framework for Fluency-based Multi-Reference Evaluation in Grammatical Error Correction
Evaluating grammatical error correction requires metrics that reflect the diversity of valid human corrections rather than privileging a single reference. Existing frameworks, largely edit-based and English-centric, rely on rigid alignments between system and reference edits, limiting their applicability in multilingual and generative settings. This paper introduces a formal framework for \textit{fluency-based multi-reference evaluation}, framing $n$-gram similarity as an aggregation problem ov…

Filing: Newsmax agreed to pay Dominion Voting Systems $67M to settle a defamation lawsuit over false claims about the 2020 election, with $27M due this month (CNN)
http://www.cnn.com/2025/08/18/media/newsmax-dominion-settle-2020-election-defamatio…

Newsmax will pay $67 million to settle Dominion lawsuit over network’s 2020 election lies
Egregious lies about the 2020 presidential election are going to cost Newsmax millions.