Tootfinder

The Independent reports 2024 revenue up 15% YoY to £53.2M, the first time it's topped £50M since it went digital-only; pre-tax profit rose 68% YoY to £3.2M (Charlotte Tobitt/Press Gazette)
https://pressgazette.co.uk/media_busin

Conv-like Scale-Fusion Time Series Transformer: A Multi-Scale Representation for Variable-Length Long Time Series
Kai Zhang, Siming Sun, Zhengyu Fan, Qinmin Yang, Xuejun Jiang
https://arxiv.org/abs/2509.17845

Conv-like Scale-Fusion Time Series Transformer: A Multi-Scale Representation for Variable-Length Long Time Series
Time series analysis faces significant challenges in handling variable-length data and achieving robust generalization. While Transformer-based models have advanced time series tasks, they often struggle with feature redundancy and limited generalization capabilities. Drawing inspiration from classical CNN architectures' pyramidal structure, we propose a Multi-Scale Representation Learning Framework based on a Conv-like ScaleFusion Transformer. Our approach introduces a temporal convolution-lik…

That's me booking into 2026. I'm surprised it's taken til now. Life is very in my face just now so I haven't been looking too far ahead but I've just booked for Time by Luxmuralis at Hereford Cathedral in Jan, which will be here in a matter of moments. Time is an immersive lightshow which sounds appeallingly trippy.
https://www.…

Time by Luxmuralis
Tuesday 20 – Saturday 24 January 2026

Dit is goed https://cmarmitage.substack.com/p/its-time-for-americans-to-start-talking

Read the Full Transcript of Donald Trump's Interview on the Gaza Ceasefire With TIME (Time)
https://time.com/7327689/trump-israel-gaza-deal-interview-transcript/
http://www.memeorandum.com/251023/p58#a251023p58

Remaining Time Prediction in Outbound Warehouse Processes: A Case Study (Short Paper)
Erik Penther, Michael Grohs, Jana-Rebecca Rehse
https://arxiv.org/abs/2509.18986 https://…

Aaron Rodgers shares his one regret during time with Packers as Steelers QB prepares to face former team

https://www.cbssports.com/nfl/news/aaron-r

Cowboys WR CeeDee Lamb will 'miss some time' with high ankle sprain https://www.dallascowboys.com/news/cowboys-wr-ceedee-lamb-will-miss-some-time-with-high-ankle-sprain

Test-Time Learning and Inference-Time Deliberation for Efficiency-First Offline Reinforcement Learning in Care Coordination and Population Health Management
Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, Rajaie Batniji
https://arxiv.org/abs/2509.16291

Test-Time Learning and Inference-Time Deliberation for Efficiency-First Offline Reinforcement Learning in Care Coordination and Population Health Management
Care coordination and population health management programs serve large Medicaid and safety-net populations and must be auditable, efficient, and adaptable. While clinical risk for outreach modalities is typically low, time and opportunity costs differ substantially across text, phone, video, and in-person visits. We propose a lightweight offline reinforcement learning (RL) approach that augments trained policies with (i) test-time learning via local neighborhood calibration, and (ii) inference…

Lunar Time Ephemeris $\texttt{LTE440}$: definitions, algorithm and performance
Xu Lu, Tian-Ning Yang, Yi Xie
https://arxiv.org/abs/2509.18511 https://arxiv…

UK-based startup Mantic ranked #8 in the Metaculus forecasting cup that asks entrants to predict 60 geopolitical events, the first time an AI made the top 10 (Nikita Ostrovsky/Time)
https://time.com/7318577/ai-model-forecasting-predict-future-metaculus/

AI Is Learning to Predict the Future—And Beating Humans at It
An AI model just cracked the top 10 in a global prediction contest, signaling how machines are reshaping the future of forecasting.

Explicit Monotone Stable Super-Time-Stepping Methods for Finite Time Singularities
Zheng Tan, Tariq D. Aslam, Andrea L. Bertozzi
https://arxiv.org/abs/2507.17062 https://…

Explicit Monotone Stable Super-Time-Stepping Methods for Finite Time Singularities
We explore a novel way to numerically resolve the scaling behavior of finite-time singularities in solutions of nonlinear parabolic PDEs. The Runge--Kutta--Legendre (RKL) and Runge--Kutta--Gegenbauer (RKG) super-time-stepping methods were originally developed for nonlinear complex physics problems with diffusion. These are multi-stage single step second-order, forward-in-time methods with no implicit solves. The advantage is that the timestep size for stability scales with stage number $s$ as $…

On Time-Like Class $\mathcal A$ Surfaces in a Static Space Time
Furkan Kaya, Nurettin Cenk Turgay
https://arxiv.org/abs/2509.16220 https://arxiv.org/pdf/25…

On Time-Like Class $\mathcal A$ Surfaces in a Static Space Time
In this paper, we consider time-like surfaces in the static space-time given by the warped product $\mathbb L^3_1(c)\, _f\times (I,dz^2)$, where $\mathbb L^3_1(c)$ denotes the Lorentzian space form with the constant sectional curvature $c\in\{-1,0,1\}$. In particular, we study the surfaces with light-like $\left(\frac{\partial}{\partial z}\right)^T$. First, we construct a globally defined pseudo-orthonormal frame field on a surface satisfying this condition and deal with the invariants associat…

It’s Time for Americans to Start Talking About “Soft Secession”
https://cmarmitage.substack.com/p/its-time-for-americans-to-start-talking?r=1ndny&triedRedirect=true

Space-time crystals from particle-like topological solitons
Hanqing Zhao, Ivan I. Smalyukh
https://arxiv.org/abs/2507.16972 https://arxiv.org/pdf/2507.1697…

Space-time crystals from particle-like topological solitons
Time crystals are unexpected states of matter that spontaneously break time translation symmetry either in a discrete or continuous manner. However, spatially-mesoscale space-time crystals that break both the space and time symmetries have not been reported. Here we report a continuous space-time crystal in a nematic liquid crystal driven by ambient-power, constant-intensity unstructured light. Our numerically constructed 4-dimensional configurations exhibit good agreement with these experiment…

What channel is Cardinals vs. Raiders on today? Time, TV schedule, live stream to watch NFL Week 3 preseason game https://www.sportingnews.com/us/nfl/news/cardinals-raiders-channel-time-schedule-stream-nfl-preseaso…

Verification and Synthesis of Discrete-Time Control Barrier Functions
Erfan Shakhesi, W. P. M. H. Heemels, Alexander Katriniok
https://arxiv.org/abs/2509.18685 https://

Verification and Synthesis of Discrete-Time Control Barrier Functions
Discrete-time Control Barrier Functions (DTCBFs) have recently attracted interest for guaranteeing safety and synthesizing safe controllers for discrete-time dynamical systems. This paper addresses the open challenges of verifying candidate DTCBFs and synthesizing DTCBFs for general nonlinear discrete-time systems with input constraints and arbitrary safe sets. In particular, we propose a branch-and-bound method, inspired by the $α$BB algorithm, for the verification of candidate DTCBFs in both…

Quickest Change Detection in Continuous-Time in Presence of a Covert Adversary
Amir Reza Ramtin, Philippe Nain, Don Towsley
https://arxiv.org/abs/2509.17778 https://

Quickest Change Detection in Continuous-Time in Presence of a Covert Adversary
We investigate the problem of covert quickest change detection in a continuous-time setting, where a Brownian motion experiences a drift change at an unknown time. Unlike classical formulations, we consider a covert adversary who adjusts the post-change drift $μ= μ(γ)$ as a function of the false alarm constraint parameter $γ$, with the goal of remaining undetected for as long as possible. Leveraging the exact expressions for the average detection delay (ADD) and average time to false alarm …

The variety and origin of materials accreted by Bennu’s parent asteroid / Mineralogical evidence for hydrothermal alteration of Bennu samples / Space weathering effects in Bennu asteroid samples: #Bennu Samples Reveal Complex Origins, Dramatic Transformation: https://news.arizona.edu/news/asteroid-bennu-time-capsule-materials-bearing-witness-its-origin-and-transformation-over / https://science.nasa.gov/missions/osiris-rex/nasas-bennu-samples-reveal-complex-origins-dramatic-transformation/

For first time, Ukraine hits 2 Russian amphibious aircraft in occupied Crimea, intelligence claims: https://benborges.xyz/2025/09/22/for-first-time-ukraine-hits.html

Instability of explicit time integration for strongly quenched dynamics with neural quantum states
Hrvoje Vrcan, Johan H. Mentink
https://arxiv.org/abs/2507.17421 https://

Instability of explicit time integration for strongly quenched dynamics with neural quantum states
Neural quantum states have recently demonstrated significant potential for simulating quantum dynamics beyond the capabilities of existing variational ansätze. However, studying strongly driven quantum dynamics with neural networks has proven challenging so far. Here, we focus on assessing several sources of numerical instabilities that can appear in the simulation of quantum dynamics based on the time-dependent variational principle (TDVP) with the computationally efficient explicit time inte…

EventLines: Time Compression for Discrete Event Timelines
Yuet Ling Wong, Niklas Elmqvist
https://arxiv.org/abs/2507.17320 https://arxiv.org/pdf/2507.17320…

EventLines: Time Compression for Discrete Event Timelines
Discrete event sequences serve as models for numerous real-world datasets, including publications over time, project milestones, and medication dosing during patient treatments. These event sequences typically exhibit bursty behavior, where events cluster together in rapid succession, interspersed with periods of inactivity. Standard timeline charts with linear time axes fail to adequately represent such data, resulting in cluttered regions during event bursts while leaving other areas unutiliz…

Hiord: An Approach to the Specification and Verification of Higher-Order (C)LP Programs
Marco Ciccal\`e, Daniel Jurjo-Rivas, Jose F. Morales, Pedro L\'opez-Garc\'ia, Manuel V. Hermenegildo
https://arxiv.org/abs/2507.17233

Hiord: An Approach to the Specification and Verification of Higher-Order (C)LP Programs
Higher-order constructs enable more expressive and concise code by allowing procedures to be parameterized by other procedures. Assertions allow expressing partial program specifications, which can be verified either at compile time (statically) or run time (dynamically). In higher-order programs, assertions can also describe higher-order arguments. While in the context of (C)LP, run-time verification of higher-order assertions has received some attention, compile-time verification remains rela…

Die #Klimakrise trifft #Island:
Erstmals wurden in Island #Mücken nachgewiesen. Drei Exemplare der kälteresistenten Art Culiseta annulata wurden im Westen des Landes entdeckt.
Durch di…

Investigating Test-Time Scaling with Reranking for Machine Translation
Shaomu Tan, Ryosuke Mitani, Ritvik Choudhary, Toshiyuki Sekiya
https://arxiv.org/abs/2509.19020 https://…

Attention (as Discrete-Time Markov) Chains
Yotam Erel, Olaf D\"unkel, Rishabh Dabral, Vladislav Golyanik, Christian Theobalt, Amit H. Bermano
https://arxiv.org/abs/2507.17657

Attention (as Discrete-Time Markov) Chains
We introduce a new interpretation of the attention matrix as a discrete-time Markov chain. Our interpretation sheds light on common operations involving attention scores such as selection, summation, and averaging in a unified framework. It further extends them by considering indirect attention, propagated through the Markov chain, as opposed to previous studies that only model immediate effects. Our main observation is that tokens corresponding to semantically similar regions form a set of met…

Important clergy symposium hosted by FASPE and the Center for Public Theology & Public Policy. November 10 at YDS. https://www.theologyandpolicy.yale.edu/blog/public-theology-in-a-time-of-authoritarianism-a-clergy-symposium

Public Theology in a Time of Authoritarianism: A Clergy Symposium — Center for Public Theology & Public Policy
Public Theology in a Time of Authoritarianism is presented in partnership with Fellowships at Auschwitz for the Study of Professional Ethics . The program will explore ethical possibilities of religion in today’s world, amidst politicization of religious communities, the deepening of moral and cul

mood
https://sixcolors.com/post/2025/10/creative-neglect-what-about-the-apps-in-apple/

Creative neglect: What about the apps in Apple?
One of the things that I think about from time to time is Apple’s collection of apps. Some are the crown jewels, like Apple’s pro apps, and others help an everyday consumer to tackle th…

Imagine a song that changes over time and that each time it becomes new again. Wreck-less is just such a song.
#recording #songwriting

It's Not Difficult To Imagine - Lyrics and Changing Times
Stan Stewart - @muz4now

"Thoughts on Synthesizing Information: A Research Skill for Our Time?" https://muse.jhu.edu/article/964599
"Synthesizing information from multiple sources is a crucial skill for information literacy, and it is exceedingly important for learning in the 21st century information landscape.…

🇺🇦 #NowPlaying on KEXP's #VarietyMix
The Bats:
🎵 Nature's Time
#TheBats
https://thebats.bandcamp.com/track/natures-time

Morning all. Looks like it is time to wake up.
#WristCheck #Ternary

Blow-Up Results of Time Fractional Heat Equation With Nonlinear Neumann Boundary Conditions
Hind Ghazi Hameed, Burhan Selcuk, Maan A. Rasheed
https://arxiv.org/abs/2509.18927 ht…

Alan Friedman, who has toiled for years to make SBOM a reality, is leaving CISA.
https://www.linkedin.com/posts/allanafried

I’ve already shared this with the CISA SBOM community, but wanted to post here as well: my time at CISA is coming to a close. | Allan Friedman, PhD
I’ve already shared this with the CISA SBOM community, but wanted to post here as well: my time at CISA is coming to a close. My last day will be July 31. It’s been an extraordinary chapter, made possible by brilliant colleagues at Cybersecurity and Infrastructure Security Agency and an incredible global community who turned an ambitious idea into a meaningful shift in how we think about digital trust. I’ll have more to say soon in reflection and gratitude. In the meantime, I remain com…

The argument that humans make mistakes too so we should be okay with AI making mistakes is… bizarre. I don't use a calculator for it to be wildly wrong some of the time and not indicate any sort of confidence level. I use a calculator when I want the right answer, ALL THE TIME.

Sure, I also don't ask the calculator to write poems in the style of Mad Hatter… but maybe, just maybe, I can do without that.

Also, again, "AI" is not sentient. It's actually not…

Causal Graph Fuzzy LLMs: A First Introduction and Applications in Time Series Forecasting
Omid Orang, Patricia O. Lucas, Gabriel I. F. Paiva, Petronio C. L. Silva, Felipe Augusto Rocha da Silva, Adriano Alonso Veloso, Frederico Gadelha Guimaraes
https://arxiv.org/abs/2507.17016

Causal Graph Fuzzy LLMs: A First Introduction and Applications in Time Series Forecasting
In recent years, the application of Large Language Models (LLMs) to time series forecasting (TSF) has garnered significant attention among researchers. This study presents a new frame of LLMs named CGF-LLM using GPT-2 combined with fuzzy time series (FTS) and causal graph to predict multivariate time series, marking the first such architecture in the literature. The key objective is to convert numerical time series into interpretable forms through the parallel application of fuzzification and c…

C2PA news!
Google brings Content Credentials to phones for the first time: Digital Photography Review https://www.dpreview.com/news/0844251010/google-brings-content-credentials-to-phones-for-the-first-time

Welcome to Computing's weekly roundup of tech news in Asia. This time we look at the offence taken in China at the US commerce secretary’s statements, Modi’s plans to make India a chip superpower and Accenture’s big Aussie cyber buy.
https://www.computing.co.uk/news/2025/loos…

Loose-lips Lutnick costs Nvidia - Asian Tech Roundup
Welcome to Computing's weekly roundup of tech news in Asia. This time we look at the offence taken in China at the US commerce secretary’s ...

When I contacted my #bank last time via its web service, I got the reply there, after two days.
This time I've also used the web service, and:
• A week later, got a text that they've started processing my request.
• Further two weeks later, I've got an e-mail asking if I'm interested in "electronic reply". I answer using the formula they give.
• Three days later, they text me that they've sent the reply via traditional mail. 🤦
I wonder why they didn't accept my request to reply via e-mail. Was it that I quoted their original mail, or perhaps they didn't like the encoding my mail client used…

Arbitrarily long-lived quasinormal modes of proper-time flow black holes
Milena Skvortsova
https://arxiv.org/abs/2509.18061 https://arxiv.org/pdf/2509.1806…

Arbitrarily long-lived quasinormal modes of proper-time flow black holes
We investigate the quasinormal modes (QNMs) of a massive scalar field in the background of a regular black hole arising from the proper-time flow in asymptotically safe gravity. This quantum-corrected geometry, characterized by a deformation parameter q, smoothly interpolates between a near-extremal regular black hole and the Schwarzschild solution. Employing both the WKB approximation with Padé resummation and time-domain integration, we compute the complex frequencies for various values of t…

Optimal Pure Differentially Private Sparse Histograms in Near-Linear Deterministic Time
Florian Kerschbaum, Steven Lee, Hao Wu
https://arxiv.org/abs/2507.17017 https://

Optimal Pure Differentially Private Sparse Histograms in Near-Linear Deterministic Time
We introduce an algorithm that releases a pure differentially private sparse histogram over $n$ participants drawn from a domain of size $d \gg n$. Our method attains the optimal $\ell_\infty$-estimation error and runs in strictly $O(n \ln \ln d)$ time in the word-RAM model, thereby improving upon the previous best known deterministic-time bound of $\tilde{O}(n^2)$ and resolving the open problem of breaking this quadratic barrier (Balcer and Vadhan, 2019). Central to our algorithm is a novel pr…

Hey all, there are some photos from a hike in the #schwarzwald
Actually we thought that it would just take us less than an hour - but it wasn't simply a straight walk :-D
It was raining from time to time - which was indeed pretty cool. A) there was noone around except us and B) the colors were often just insane. Fully saturated green, the brown from the wood - and sometimes…

Low-Rank Adaptation of Evolutionary Deep Neural Networks for Efficient Learning of Time-Dependent PDEs
Jiahao Zhang, Shiheng Zhang, Guang Lin
https://arxiv.org/abs/2509.16395 ht…

Low-Rank Adaptation of Evolutionary Deep Neural Networks for Efficient Learning of Time-Dependent PDEs
We study the Evolutionary Deep Neural Network (EDNN) framework for accelerating numerical solvers of time-dependent partial differential equations (PDEs). We introduce a Low-Rank Evolutionary Deep Neural Network (LR-EDNN), which constrains parameter evolution to a low-rank subspace, thereby reducing the effective dimensionality of training while preserving solution accuracy. The low-rank tangent subspace is defined layer-wise by the singular value decomposition (SVD) of the current network weig…

Cowboys WR CeeDee Lamb will 'miss some time' with high ankle sprain https://www.dallascowboys.com/news/cowboys-wr-ceedee-lamb-will-miss-some-time-with-high-ankle-sprain

Do the Falcons have a QB problem? Why Michael Penix Jr. deserves more respect (and time) despite Week 3 dud

https://www.cbssports.com/nfl/news/do-the-…

On the Best Time to Fix Your Home Heating: Summer! - Do not wait until ice is forming on your bath to find out that your heating is broken! Upgrade or fix in summer, test early autumn. #OperationTuneup - https://www.

On the Best Time to Fix Your Home Heating: Summer!
Do not wait until ice is forming on your bath to find out that your heating is broken! Upgrade or fix in summer, test early autumn. #OperationTuneup

Exact WKB Formulation of Quantization and Particle Production in Time-Dependent Backgrounds
Ryo Namba, Motoo Suzuki
https://arxiv.org/abs/2509.19194 https://

Vanishing of Schubert coefficients in probabilistic polynomial time
Igor Pak, Colleen Robichaux
https://arxiv.org/abs/2509.16467 https://arxiv.org/pdf/2509…

Vanishing of Schubert coefficients in probabilistic polynomial time
The Schubert vanishing problem asks whether Schubert structure constants are zero. We give a complete solution of the problem from an algorithmic point of view, by showing that Schubert vanishing can be decided in probabilistic polynomial time.

TISDiSS: A Training-Time and Inference-Time Scalable Framework for Discriminative Source Separation
Yongsheng Feng, Yuetonghui Xu, Jiehui Luo, Hongjia Liu, Xiaobing Li, Feng Yu, Wei Li
https://arxiv.org/abs/2509.15666

TISDiSS: A Training-Time and Inference-Time Scalable Framework for Discriminative Source Separation
Source separation is a fundamental task in speech, music, and audio processing, and it also provides cleaner and larger data for training generative models. However, improving separation performance in practice often depends on increasingly large networks, inflating training and deployment costs. Motivated by recent advances in inference-time scaling for generative modeling, we propose Training-Time and Inference-Time Scalable Discriminative Source Separation (TISDiSS), a unified framework that…

"Kindly share the appropriate contact person or email address for your security team, along with any details regarding a bug bounty program or incentives for reporting vulnerabilities, as this effort has required considerable time and resources."
kindly research whether there is a bug bounty and optionally ask if unsure before putting in considerable time and effort without being asked, you fucking jackass.

Israeli made "Famine confirmed for first time in Gaza".
#Gaza

Watched "Mars Express" for the second time because I noticed that I had bought it last year on Prime. I liked it just as much as the first time I saw it.
It has a nice "Ghost in the Shell" vibe going on but it's less philosophical. It makes up for it with great animation and smooth camera moves as well as lots of imaginative sci-fi tech. An exceptional non-Japanese gem in the animated sci-fi genre!

🚨 Help Evacuate Joy to Milan 🚨
Folks, I need your help once again. This time, it’s for our very own @…
As you know, Joy has been suffering through genocide and famine in Gaza and still helping others through her work with Gaza Verified. Now she has a chance at freedom as she’s been accepted for a Bachelor’s degree at the University of Milan and w…

Help Joy Evacuate and Study in Europe
My name is Caitlin Townsend. I'm the coordinator of a group of 12 volunteers in 5 countries working together to help Joy (Farah), a 22-year-old Palestinian writer and student of English literature, evacuate from Gaza and continue her education in Europe.

“I think it’s long past time I start discussing “artificial intelligence” (“AI”) as a failed technology.”
https://ethanmarcotte.com/wrote/against-stocking-frames/

No matter the moment
#Bible

Modeling Scintillation Photon Transport and Reconstruction Algorithms for the Time-of-Flight Detector in the T2K Neutrino Experiment
C. Alt, A. Blanchet, S. Bordoni, P. Collard, T. H. Bui, M. H. Bui, G. Ha, C. Jes\'us-Valls, V. S. Kasturi, A. Klustov\'a, A. Korzenev, T. A. Le, T. Lux, A. D. Nguyen, D. T. Nguyen, H. Nguyen, S. Samani, F. S\'anchez, M. Ta, T. Tha\'iduc, E. Villa

Modeling Scintillation Photon Transport and Reconstruction Algorithms for the Time-of-Flight Detector in the T2K Neutrino Experiment
The T2K ND280 upgrade aims to reduce the systematic uncertainty of the CP-violating phase, $δ_{CP}$, to reject non-CP violation hypothesis at $3σ$ confidence level. A crucial component of the ND280 upgrade, alongside the Super Fine Grained Detector (SuperFGD) and two High-Angle Time Projection Chambers (TPCs), is the Time-of-Flight (ToF) detector, which significantly enhances background rejection and particle identification capabilities. The ToF detector features six modules in a cube configu…

MAGA Is Resurrecting Ivermectin, This Time For Cancer | Crooks and Liars
https://crooksandliars.com/2025/10/maga-resurrecting-ivermectin-time-cancer

How the Gaza Deal Got Done (Eric Cortellessa/Time)
https://time.com/7327675/trump-israel-gaza-deal-interview/
http://www.memeorandum.com/251023/p52#a251023p52

For the first time, Russia reportedly sends oil shipment to Georgia's new refinery: https://benborges.xyz/2025/10/21/for-the-first-time-russia.html

Emergent discrete space-time crystal of Majorana-like quasiparticles in chiral liquid crystals
Hanqing Zhao, Rui Zhang, Ivan I. Smalyukh
https://arxiv.org/abs/2507.16977 https:/…

Emergent discrete space-time crystal of Majorana-like quasiparticles in chiral liquid crystals
Time crystals spontaneously break the time translation symmetry, as recently has been frequently reported in quantum systems. Here we describe the observation of classical analogues of both 1+1-dimensional and 2+1-dimensional discrete space-time crystals in a liquid crystal system driven by a Floquet electrical signal. These classical time crystals comprise particle-like structural features and exists over a wide range of temperatures and electrical driving conditions. The phenomenon-enabling p…

Temporal Drift in Privacy Recall: Users Misremember From Verbatim Loss to Gist-Based Overexposure Over Time
Haoze Guo, Ziqi Wei
https://arxiv.org/abs/2509.16962 https://

Temporal Drift in Privacy Recall: Users Misremember From Verbatim Loss to Gist-Based Overexposure Over Time
With social media content traversing the different platforms, occasionally resurfacing after periods of time, users are increasingly prone to unintended disclosure resulting from a misremembered acceptance of privacy. Context collapse and interface cues are two factors considered by prior researchers, yet we know less about how time-lapse basically alters recall of past audiences destined for exposure. Likewise, the design space for mitigating this temporal exposure risk remains underexplored. …

TS-P$^2$CL: Plug-and-Play Dual Contrastive Learning for Vision-Guided Medical Time Series Classification
Qi'ao Xu, Pengfei Wang, Bo Zhong, Tianwen Qian, Xiaoling Wang, Ye Wang, Hong Yu
https://arxiv.org/abs/2509.17802

TS-P$^2$CL: Plug-and-Play Dual Contrastive Learning for Vision-Guided Medical Time Series Classification
Medical time series (MedTS) classification is pivotal for intelligent healthcare, yet its efficacy is severely limited by poor cross-subject generation due to the profound cross-individual heterogeneity. Despite advances in architectural innovations and transfer learning techniques, current methods remain constrained by modality-specific inductive biases that limit their ability to learn universally invariant representations. To overcome this, we propose TS-P$^2$CL, a novel plug-and-play framew…

Mitigating Strategy-Selection Bias in Reasoning for More Effective Test-Time Scaling
Zongqian Wu, Baoduo Xu, Tianyu Li, Zhu Sun, Xiaofeng Zhu, Lei Feng
https://arxiv.org/abs/2509.17905

Mitigating Strategy-Selection Bias in Reasoning for More Effective Test-Time Scaling
Test-time scaling (TTS) has been shown to improve the performance of large language models (LLMs) by sampling and aggregating diverse reasoning paths. However, existing research has overlooked a critical issue: selection bias of reasoning strategies during scaling. Specifically, when generating reasoning processes, LLMs tend to follow certain strategies (e.g., algebraic solutions for math problems) while neglecting other valid alternatives (e.g., geometric solutions), resulting in insufficient …

Solving time-fractional diffusion equations with Robin boundary conditions via fractional Hamiltonian boundary value methods
Qian Luo, Aiguo Xiao, Xiaoqiang Yan, Jingmin Xia
https://arxiv.org/abs/2509.17793

Solving time-fractional diffusion equations with Robin boundary conditions via fractional Hamiltonian boundary value methods
In this paper, we propose a novel numerical scheme for solving time-fractional reaction-diffusion problems with Robin boundary conditions, where the time derivative is in the Caputo sense of order $α\in(0,1)$. The existence and uniqueness of the solution is proved. Our proposed method is based on the spectral collocation method in space and Fractional Hamiltonian boundary value methods in time. For the considered spectral collocation method, the basis functions used are not the standard polyno…

Holiday - Taking Time Away From It All
#holiday #vacation
https://muz4now.com/2021/holiday-takin

Holiday - Taking Time Away From It All
Stan Stewart - @muz4now

Vikings vs. Chargers prediction, odds, time: 2025 NFL Week 8 Thursday Night Football picks from proven model

https://www.cbssports.com/nfl/news/vikings

Cowboys vs Falcons, NFL preseason Week 3: Start time, live stream, TV channel https://www.si.com/nfl/cowboys/news/dallas-cowboys-falcons-nfl-preseason-week-3-start-time-live-stream-tv-channel

Quantum stroboscopy for time measurements
Seth Lloyd, Lorenzo Maccone, Lionel Martellini, Simone Roncallo
https://arxiv.org/abs/2507.17740 https://arxiv.or…

Quantum stroboscopy for time measurements
Mielnik's cannonball argument uses the Zeno effect to argue that projective measurements for time of arrival are impossible. If one repeatedly measures the position of a particle (or a cannonball!) that has yet to arrive at a detector, the Zeno effect will repeatedly collapse its wavefunction away from it: the particle never arrives. Here we introduce quantum stroboscopic measurements where we accumulate statistics of projective position measurements, performed on different copies of the system…

‘It’s time to play hardball. YOU have the power to stand up to Donald Trump.’ : r/stephencolbert
https://www.reddit.com/r/stephencolbert/comments/1mxn46v/its_time_to_play_hardball_you_have_the_power_to/

YouTube now lets mobile users set a customizable daily limit to restrict how long they can scroll Shorts feeds; the limit notifications are dismissible (Jess Weatherbed/The Verge)
https://www.theverge.com/news/804113/youtube-shorts-time-limit-pause-feeds…

YouTube will help you quit watching Shorts
YouTube users on mobile can now set a customizable daily limit that restricts how long they can scroll Shorts feeds.

Editorial: Europe, it’s time to finally be brave. Start with Russian assets: https://benborges.xyz/2025/10/22/editorial-europe-its-time-to.html

Another interesting video essay by Patrick Willems. This time it's about the Daniel Craig years of the Bond franchise and how every Bond movie seems to be motivated by two things: the cultural "mood" at the time and the urge to react to how the audience reacted to the previous instalment.
https://www.youtube.com/watch?v…

Cardinals vs. Seahawks prediction, odds, time: 2025 NFL Week 4 Thursday Night Football picks by proven model

https://www.cbssports.com/nfl/news/cardina

SmaRT: Style-Modulated Robust Test-Time Adaptation for Cross-Domain Brain Tumor Segmentation in MRI
Yuanhan Wang, Yifei Chen, Shuo Jiang, Wenjing Yu, Mingxuan Liu, Beining Wu, Jinying Zong, Feiwei Qin, Changmiao Wang, Qiyuan Tian
https://arxiv.org/abs/2509.17925

SmaRT: Style-Modulated Robust Test-Time Adaptation for Cross-Domain Brain Tumor Segmentation in MRI
Reliable brain tumor segmentation in MRI is indispensable for treatment planning and outcome monitoring, yet models trained on curated benchmarks often fail under domain shifts arising from scanner and protocol variability as well as population heterogeneity. Such gaps are especially severe in low-resource and pediatric cohorts, where conventional test-time or source-free adaptation strategies often suffer from instability and structural inconsistency. We propose SmaRT, a style-modulated robust…

Improving After-sales Service: Deep Reinforcement Learning for Dynamic Time Slot Assignment with Commitments and Customer Preferences
Xiao Mao, Albert H. Schrotenboer, Guohua Wu, Willem van Jaarsveld
https://arxiv.org/abs/2509.17870

Improving After-sales Service: Deep Reinforcement Learning for Dynamic Time Slot Assignment with Commitments and Customer Preferences
Problem definition: For original equipment manufacturers (OEMs), high-tech maintenance is a strategic component in after-sales services, involving close coordination between customers and service engineers. Each customer suggests several time slots for their maintenance task, from which the OEM must select one. This decision needs to be made promptly to support customers' planning. At the end of each day, routes for service engineers are planned to fulfill the tasks scheduled for the following …

Exploring Bichronous Collaboration in Virtual Environments
Alexander Giovannelli, Shakiba Davari, Cherelle Connor, Fionn Murphy, Trey Davis, Haichao Miao, Vuthea Chheang, Brian Giera, Peer-Timo Bremer, Doug A. Bowman
https://arxiv.org/abs/2509.17230

Exploring Bichronous Collaboration in Virtual Environments
Virtual environments (VEs) empower geographically distributed teams to collaborate on a shared project regardless of time. Existing research has separately investigated collaborations within these VEs at the same time (i.e., synchronous) or different times (i.e., asynchronous). In this work, we highlight the often-overlooked concept of bichronous collaboration and define it as the seamless integration of archived information during a real-time collaborative session. We revisit the time-space ma…

ICE Adds Random Person to Group Chat, Exposes Details of Manhunt in Real-Time
https://www.404media.co/ice-adds-random-person-to-group-chat-exposes-details-of-manhunt-in-real-time/

Ukraine shoots down Russian Orlan 'mother drone' carrying FPVs for first time, military says: https://benborges.xyz/2025/08/22/ukraine-shoots-down-russian-orlan.html

Broncos QB Bo Nix spent offseason time with future Hall of Famer as he looks to build off strong rookie season

https://www.cbssports.com/nfl/news/bron…

Randomized Space-Time Sampling for Affine Graph Dynamical Systems
Le Gong, Longxiu Huang
https://arxiv.org/abs/2509.16818 https://arxiv.org/pdf/2509.16818

Randomized Space-Time Sampling for Affine Graph Dynamical Systems
This paper investigates the problem of dynamical sampling for graph signals influenced by a constant source term. We consider signals evolving over time according to a linear dynamical system on a graph, where both the initial state and the source term are bandlimited. We introduce two random space-time sampling regimes and analyze the conditions under which stable recovery is achievable. While our framework extends recent work on homogeneous dynamics, it addresses a fundamentally different set…

vacation or holiday – which reflects the time? #inspiration https://muz4now.com/2022/vacation-or-holiday-which-reflects-the-time

vacation or holiday - which reflects the time?
Stan Stewart - @muz4now

A simple time coarse graining method for molecular dynamics simulations of liquids
Maxime Martin, Levi Pereon, Quoc Tuan Truong, Victor Teboul
https://arxiv.org/abs/2509.16785 h…

A simple time coarse graining method for molecular dynamics simulations of liquids
Considering molecular dynamic simulations as a stochastic method, we investigate the possibility of time coarse graining the simulations. Similarly to Boltzmann inversion method in spatial coarse graining, which begins with a free energy called potential of mean force, we test the effect of a generalized potential of mean force that uses the distinct part of the Van Hove correlation function with a characteristic time different from zero. We show that the method is approximately equivalent to r…

Recovering Parametric Scenes from Very Few Time-of-Flight Pixels
Carter Sifferman, Yiquan Li, Yiming Li, Fangzhou Mu, Michael Gleicher, Mohit Gupta, Yin Li
https://arxiv.org/abs/2509.16132

Recovering Parametric Scenes from Very Few Time-of-Flight Pixels
We aim to recover the geometry of 3D parametric scenes using very few depth measurements from low-cost, commercially available time-of-flight sensors. These sensors offer very low spatial resolution (i.e., a single pixel), but image a wide field-of-view per pixel and capture detailed time-of-flight data in the form of time-resolved photon counts. This time-of-flight data encodes rich scene information and thus enables recovery of simple scenes from sparse measurements. We investigate the feasib…

Effects of time dependence in the second order coherence of pulsed light
Joscelyn van der Veen, Daniel James
https://arxiv.org/abs/2509.16090 https://arxiv…

Effects of time dependence in the second order coherence of pulsed light
For light in a single temporal mode, the time dependence is associated entirely with the deterministic pulse shape rather than the quantum state. This means the second order coherence of light can no longer be understood as the temporal distribution of photons. We calculate the distribution of photon arrival time differences for pulsed light and find that it is inherently strongly bunched in terms of photocount arrival time differences. We further show how to account for the pulse shape when de…

Giants RB Tyrone Tracy to reportedly miss time with dislocated shoulder, opening door for Cam Skattebo

https://www.cbssports.com/nfl/news/giants-

Evaluation of the effects of frame time variation on VR task performance
Benjamin Watson, Victoria Spaulding, Neff Walker, William Ribarsky
https://arxiv.org/abs/2507.17139 http…

Evaluation of the effects of frame time variation on VR task performance
We present a first study of the effects of frame time variations, in both deviation around mean frame times and period of fluctuation, on task performance in a virtual environment (VE). Chosen are open and closed loop tasks that are typical for current applications or likely to be prominent in future ones. The results show that at frame times in the range deemed acceptable for many applications, fairly large deviations in amplitude over a fairly wide range of periods do not significantly affect…

Cowboys Headlines: Tyler Booker, CeeDee Lamb to miss time; Jerry Jones on Micah's return https://cowboyswire.usatoday.com/story/sports/nfl/cowboys/2025/09/23/news-headlines-septem…

Schrodingerization based quantum algorithms for the time-fractional heat equation
Shi Jin, Nana Liu, Yue Yu
https://arxiv.org/abs/2509.17713 https://arxiv.…

Schrodingerization based quantum algorithms for the time-fractional heat equation
We develop a quantum algorithm for solving high-dimensional time-fractional heat equations. By applying the dimension extension technique from [CS07], the $d+1$-dimensional time-fractional equation is reformulated as a local partial differential equation in $d+2$ dimensions. Through discretization along both the extended and spatial domains, a stable system of ordinary differential equations is obtained by a simple change of variables. We propose a quantum algorithm for the resulting semi-discr…

Bengals LB Logan Wilson requests trade following significant decrease in playing time, per report

https://www.cbssports.com/nfl/news/bengals

Computer Vision for Real-Time Monkeypox Diagnosis on Embedded Systems
Jacob M. Delgado-L\'opez, Ricardo A. Morell-Rodriguez, Sebasti\'an O. Espinosa-Del Rosario, Wilfredo E. Lugo-Beauchamp
https://arxiv.org/abs/2507.17123

Computer Vision for Real-Time Monkeypox Diagnosis on Embedded Systems
The rapid diagnosis of infectious diseases, such as monkeypox, is crucial for effective containment and treatment, particularly in resource-constrained environments. This study presents an AI-driven diagnostic tool developed for deployment on the NVIDIA Jetson Orin Nano, leveraging the pre-trained MobileNetV2 architecture for binary classification. The model was trained on the open-source Monkeypox Skin Lesion Dataset, achieving a 93.07% F1-Score, which reflects a well-balanced performance in p…

An FDM-sFEM scheme on time-space manifolds and its superconvergence analysis
Chengrun Jiang, Guozhi Dong, Hailong Guo, Zuoqiang Shi
https://arxiv.org/abs/2507.17378 https://

An FDM-sFEM scheme on time-space manifolds and its superconvergence analysis
We study superconvergent discretization of the Laplace-Beltrami operator on time-space product manifolds with Neumann temporal boundary values, which arise in the context of dynamic optimal transport on general surfaces. We propose a coupled scheme that combines finite difference methods in time with surface finite element methods in space. By establishing a new summation by parts formula and proving the supercloseness of the semi-discrete solution, we derive superconvergence results for the re…

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
Yufei He, Ruoyu Li, Alex Chen, Yue Liu, Yulin Chen, Yuan Sui, Cheng Chen, Yi Zhu, Luca Luo, Frank Yang, Bryan Hooi
https://arxiv.org/abs/2507.17131

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
Large language model (LLM) agents often struggle in environments where rules and required domain knowledge frequently change, such as regulatory compliance and user risk screening. Current approaches, like offline fine-tuning and standard prompting, are insufficient because they cannot effectively adapt to new knowledge during actual operation. To address this limitation, we propose the Adaptive Reflective Interactive Agent (ARIA), an LLM agent framework designed specifically to continuously le…

Multiscale solution decomposition of nonlocal-in-time problems with application in numerical computation
Mengmeng Liu, Jie Ma, Wenlin Qiu, Xiangcheng Zheng
https://arxiv.org/abs/2509.17020

Multiscale solution decomposition of nonlocal-in-time problems with application in numerical computation
This work develops a multiscale solution decomposition (MSD) method for nonlocal-in-time problems to separate a series of known terms with multiscale singularity from the original singular solution such that the remaining unknown part becomes smoother. We demonstrate that the MSD provides a scenario where the smoothness assumption for solutions of weakly singular nonlocal-in-time problems, a commonly encountered assumption in numerous literature of numerical methods that is in general not true …

Sources: Giants RB Tracy (shoulder) to miss time https://www.espn.com/nfl/story/_/id/46347015/sources-giants-tracy-miss-dislocated-shoulder

Is Russell Wilson done as Giants' starting QB? It's time for New York to turn the page to Jaxson Dart

https://www.cbssports.com/nfl/news/is-russell-w…

Rams QB Matthew Stafford surpasses Matt Ryan for ninth all time with 382nd career touchdown pass https://www.nfl.com/news/matthew-stafford-surpasses-matt-ryan-ninth-all-time-382-touchdown-pass

NFL Week 3 overreactions: Time for Falcons to go back to Kirk Cousins? Bengals should move on from Zac Taylor?

https://www.cbssports.com/nfl/news/nfl-wee…

Browns vs. Rams odds, predictions, time: Expert who's 25-12 gives free 2025 NFL preseason picks for Saturday

https://www.cbssports.com/nfl/news/browns-rams-prediction…

Vikings vs. Chargers prediction, odds, time: 2025 NFL Week 8 Thursday Night Football picks from proven model

https://www.cbssports.com/nfl/news/vikings

Ravens vs. Lions prediction, odds, time: 2025 NFL Week 3 Monday Night Football picks from proven model

https://www.cbssports.com/nfl/news/ravens-