Tootfinder

“The impact of the reforms — and 3rd Assault’s attitude toward the importance of training — is already being felt on the battlefield…”
https://newlinesmag.com/spotlight/inside-ukraines-plan-to-build-self-sufficient-defense-force/

Inside Ukraine’s Plan To Build a Self-Sufficient Defense Force
With Western security guarantees uncertain, Kyiv is turning to elite, battle-hardened units as the core of a remodeled military

I host my own Mastodon instance, and my (retired) blog.
https://www.xda-developers.com/self-hosting-digital-independence/

Monday Night Football NFL player props: Self-learning AI backs Jake Browning Over 219.5 passing yards

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

Why a self-hosted blog and not Instagram? #bigtech

Why a self-hosted blog and not Instagram?
You may have asked yourself why we're self-hosting our own blog instead of publishing on social media to potentially reach a wider audience.

MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
Kun Wang, Guibin Zhang, ManKit Ye, Xinyu Deng, Dongxia Wang, Xiaobin Hu, Jinyang Guo, Yang Liu, Yufei Guo
https://arxiv.org/abs/2509.24323

MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
The past two years have witnessed the meteoric rise of Large Language Model (LLM)-powered multi-agent systems (MAS), which harness collective intelligence and exhibit a remarkable trajectory toward self-evolution. This paradigm has rapidly progressed from manually engineered systems that require bespoke configuration of prompts, tools, roles, and communication protocols toward frameworks capable of automated orchestration. Yet, dominant automatic multi-agent systems, whether generated by extern…

On the Capacity of Self-Attention
Micah Adler
https://arxiv.org/abs/2509.22840 https://arxiv.org/pdf/2509.22840

On the Capacity of Self-Attention
While self-attention is known to learn relations among tokens, we lack a formal understanding of its capacity: how many distinct relations can a single layer reliably recover for a given budget? To formalize this, we introduce Relational Graph Recognition (RGR), where the key-query channel represents a graph on $m$ items with $m'$ directed edges, and, given a context of items, must recover the neighbors of each item. We measure resources by the total key dimension $D_K = h\,d_k$. Within this …

CCNeXt: An Effective Self-Supervised Stereo Depth Estimation Approach
Alexandre Lopes, Roberto Souza, Helio Pedrini
https://arxiv.org/abs/2509.22627 https://

CCNeXt: An Effective Self-Supervised Stereo Depth Estimation Approach
Depth Estimation plays a crucial role in recent applications in robotics, autonomous vehicles, and augmented reality. These scenarios commonly operate under constraints imposed by computational power. Stereo image pairs offer an effective solution for depth estimation since it only needs to estimate the disparity of pixels in image pairs to determine the depth in a known rectified system. Due to the difficulty in acquiring reliable ground-truth depth data across diverse scenarios, self-supervis…

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Yalla Miku:
🎵 Maximum Self-Care
#YallaMiku
https://yallamiku.bandcamp.com/track/maximum-self-care
https://open.spotify.com/track/1faaEMR5x5dZuB8x9Rs8br

LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space
Guibin Zhang, Fanci Meng, Guancheng Wan, Zherui Li, Kun Wang, Zhenfei Yin, Lei Bai, Shuicheng Yan
https://arxiv.org/abs/2509.24771

LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space
Test-time Scaling (TTS) has been demonstrated to significantly enhance the reasoning capabilities of Large Language Models (LLMs) during the inference phase without altering model parameters. However, existing TTS methods are largely independent, implying that LLMs have not yet evolved to progressively learn how to scale more effectively. With the objective of evolving LLMs to learn ``how to scale test-time computation,'' we propose LatentEvolve, a self-evolving latent TTS framework inspired by…

Decided to actually start migrating stuff off of Github seriously. While I did move a few repos to Codeberg, I decided to just go with the whole self-hosted route and put the homelab to work by standing up my own Forgejo instance. Wasn't too bad, went with a Postgres database and the migration tool worked pretty well. So far so good...
https://<…

Self-hosting is becoming popular among a certain kind of user,
-- say the typical readership of ItsFoss.
There is a simple explanation for this shift:
people want their data, dollars, and destiny back.
Centralized platforms optimized for engagement and extraction are colliding with real-world needs
— privacy, compliance, predictability, and craft.
Linux, containers, and a flood of polished open-source apps have turned what used to be an enthusiast’s pro…

Self-Hosting is Rising and Linux Users are Leading This Revolution
Self‑hosting isn’t anti‑cloud; it’s pro‑agency. It’s choosing the right locus of control for the things you care about.

One-DoF Robotic Design of Overconstrained Limbs with Energy-Efficient, Self-Collision-Free Motion
Yuping Gu, Bangchao Huang, Haoran Sun, Ronghan Xu, Jiayi Yin, Wei Zhang, Fang Wan, Jia Pan, Chaoyang Song
https://arxiv.org/abs/2509.22002

One-DoF Robotic Design of Overconstrained Limbs with Energy-Efficient, Self-Collision-Free Motion
While it is expected to build robotic limbs with multiple degrees of freedom (DoF) inspired by nature, a single DoF design remains fundamental, providing benefits that include, but are not limited to, simplicity, robustness, cost-effectiveness, and efficiency. Mechanisms, especially those with multiple links and revolute joints connected in closed loops, play an enabling factor in introducing motion diversity for 1-DoF systems, which are usually constrained by self-collision during a full-cycle…

A minimal model of self-organized clusters with phase transitions in ecological communities
Shing Yan Li, Mehran Kardar, Zhijie Feng, Washington Taylor
https://arxiv.org/abs/2509.24985

A minimal model of self-organized clusters with phase transitions in ecological communities
In complex ecological communities, species may self-organize into clusters or clumps where highly similar species can coexist. The emergence of such species clusters can be captured by the interplay between neutral and niche theories. Based on the generalized Lotka-Volterra model of competition, we propose a minimal model for ecological communities in which the steady states contain self-organized clusters. In this model, species compete only with their neighbors in niche space through a common…

"Having Lunch Now": Understanding How Users Engage with a Proactive Agent for Daily Planning and Self-Reflection
Adnan Abbas, Caleb Wohn, Arnav Jagtap, Eugenia H Rho, Sang Won Lee
https://arxiv.org/abs/2509.24073

"Having Lunch Now": Understanding How Users Engage with a Proactive Agent for Daily Planning and Self-Reflection
Conversational agents have been studied as tools to scaffold planning and self-reflection for productivity and well-being. While prior work has demonstrated positive outcomes, we still lack a clear understanding of what drives these results and how users behave and communicate with agents that act as coaches rather than assistants. Such understanding is critical for designing interactions in which agents foster meaningful behavioral change. We conducted a 14-day longitudinal study with 12 parti…

Cardinals Cover 2 - Self-Scouting Complete, So What Will It Look Like https://www.azcardinals.com/podcasts/cardinals-cover-2-self-scouting-complete-so-what-will-it-look-like

InfiAgent: Self-Evolving Pyramid Agent Framework for Infinite Scenarios
Chenglin Yu, Yang Yu, Songmiao Wang, Yucheng Wang, Yifan Yang, Jinjia Li, Ming Li, Hongxia Yang
https://arxiv.org/abs/2509.22502 …

InfiAgent: Self-Evolving Pyramid Agent Framework for Infinite Scenarios
Large Language Model (LLM) agents have demonstrated remarkable capabilities in organizing and executing complex tasks, and many such agents are now widely used in various application scenarios. However, developing these agents requires carefully designed workflows, carefully crafted prompts, and iterative tuning, which requires LLM techniques and domain-specific expertise. These hand-crafted limitations hinder the scalability and cost-effectiveness of LLM agents across a wide range of industrie…

Symmetry of concentration and scaling for self-bounding functions
George Crowley, I\~naki Esnaola
https://arxiv.org/abs/2509.22375 https://arxiv.org/pdf/25…

Symmetry of concentration and scaling for self-bounding functions
We prove generalised concentration inequalities for a class of scaled self-bounding functions of independent random variables, referred to as ${(M,a,b)}$ self-bounding. The scaling refers to the fact that the component-wise difference is upper bounded by an arbitrary positive real number $M$ instead of the case $M=1$ previously considered in the literature. Using the entropy method, we derive symmetric bounds for both the upper and lower tails, and study the tightness of the proposed bounds. Ou…

Coassociative structures on self-injective algebras
Alexandru Chirvasitu
https://arxiv.org/abs/2509.21435 https://arxiv.org/pdf/2509.21435

Coassociative structures on self-injective algebras
For general finite-dimensional self-injective algebra $A$ we construct a family of injective coassociative coproducts $A\to A\otimes A$, all $A$-bimodule morphisms. In particular such structures always exist, confirming a conjecture of Hernandez, Walton and Yadav. The coproducts are indexed by subsets of $\{1,\cdots,m(i)\}\times \{1,\cdots,m(ν^{-1}i)\}$, where $A\cong \mathrm{End}_Λ(M)$ is the general form of a self-injective algebra in terms of a basic Frobenius $Λ$, the $m(i)$, $1\le i\le …

If you believed techbros any time in the last quarter century, we’d be ferried around in self-driving cars that never need to be recharged on a Mars colony right now, while occasionally popping a pill to stay 25 forever and getting a foot massage (or other things) from a robot.
Why do people believe the techbros about AI now?

Closure Relations of Synchrotron Self-Compton from Reverse shock and Fermi-LAT GRBs
Nissim Fraija, B. Betancourt Kamenetskaia, Antonio Galv\'an G\'amez, Maria G. Dainotti, Hermes Le\'on Vargas
https://arxiv.org/abs/2509.23345

Closure Relations of Synchrotron Self-Compton from Reverse shock and Fermi-LAT GRBs
Synchrotron radiation from the reverse- and forward-shock regions typically describes the evolution of temporal and spectral features given by the closure relations (CRs) during the late and long-/short-lasting emission in the afterglow phase of Gamma-ray bursts (GRBs). Although synchrotron photons are restricted to keV and a few MeV energies, the synchrotron self-Compton (SSC) mechanism can disperse them above hundreds of MeV energies. We present the CRs of the SSC process radiated from the re…

Self-avoiding fluid deformable surfaces
Maik Porrmann, S\"oren Bartels, Axel Voigt
https://arxiv.org/abs/2509.22110 https://arxiv.org/pdf/2509.22110…

Self-avoiding fluid deformable surfaces
We propose a numerical method for fluid deformable surfaces governed by surface Stokes flow and Helfrich bending energy under active growth, aiming to model shape evolution of the epithelium in developmental processes. To prevent self-intersections, which commonly arise under large deformations or low enclosed volume to area ratios, we incorporate the nonlocal tangent-point energy to penalize non-embedded configurations. The resulting formulation is discretized using higher order surface finite…

Pony.ai becomes the first company to receive a citywide robotaxi permit for Shenzhen, allowing self-driving taxis to operate beyond pilot zones (Evelyn Cheng/CNBC)
https://www.cnbc.com/2025/10/31/chinas-ponyai-gets-the-first-permit-fo…

Pony.ai becomes first to win citywide robotaxi permit in China's Silicon Valley
Pony.ai said it is the first company to get a permit to operate taxis across all of the Chinese city of Shenzhen on the border of Hong Kong.

Consciousness Self and Language
Robert Worden
https://arxiv.org/abs/2509.23342 https://arxiv.org/pdf/2509.23342

Consciousness Self and Language
Theories of consciousness depend on data, and it needs to be appropriate data, without overwhelming confounding factors. The reports of Minimal Phenomenal Experience (MPE) in [Metzinger 2024] relate to consciousness in a state purer than everyday consciousness, which may have fewer confounding factors. This essay suggests that the confounding factors, which are absent or diminished in MPE states, are related to language. The self which is absent in mindful states is a product of language. The l…

Interpretable Spectral Features Predict Conductivity in Self-Driving Doped Conjugated Polymer Labs
Ankush Kumar Mishra, Jacob P. Mauthe, Nicholas Luke, Aram Amassian, Baskar Ganapathysubramanian
https://arxiv.org/abs/2509.21330

Interpretable Spectral Features Predict Conductivity in Self-Driving Doped Conjugated Polymer Labs
Self-driving labs (SDLs) promise faster materials discovery by coupling automation with machine learning, but a central challenge is predicting costly, slow-to-measure properties from inexpensive, automatable readouts. We address this for doped conjugated polymers by learning interpretable spectral fingerprints from optical spectroscopy to predict electrical conductivity. Optical spectra are fast, non-destructive, and sensitive to aggregation and charge generation; we automate their featurizati…

🗞️ I just pressed 'go' on my September newsletter.
You can find it online here: #newsletter

Entropy rates in the dimension theory of self-similar measures
P\'eter P. Varj\'u
https://arxiv.org/abs/2509.22042 https://arxiv.org/pdf/2509.22042…

Entropy rates in the dimension theory of self-similar measures
This is a survey paper on the dimension theory of self-similar measures focusing on the role of entropy rates.

Geometric Frustration Directs the Self-Assembly of Nanoparticles with Crystallized Ligand Bundles
Federico Tomazic, Aswathy Muttathukattil, Afshin Nabiyan, Felix Schacher, Michael Engel
https://arxiv.org/abs/2509.23337

Geometric Frustration Directs the Self-Assembly of Nanoparticles with Crystallized Ligand Bundles
Polymer-grafted nanoparticles are versatile building blocks that self-assemble into a rich diversity of mesostructures. Coarse-grained molecular simulations have commonly accompanied experiments by resolving structure formation pathways and predicting phase behavior. Past simulations represented nanoparticles as spheres and the ligands as flexible chains of beads, isotropically tethered to the nanoparticles. Here, we investigate a different minimal coarse-grained model. The model consists of an…

dblp_cite: DBLP citations (2014)
Citations among papers contained in the DBLP computer science bibliography. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) Self-loops may be present. This snapshot from May 2014.
This network has 12590 nodes and 49759 edges.
Tags: Informational, Citation, Unweighted

Killer new self-titled EP by Sydney's BIG MODERN. Great guitar tone & lyrics, dynamics, it's tight, minimal sometimes.. there's some cool surprises on this one and I'm really digging it. And it's on Bandcamp AND Qobuz, which is cool - links below for both.
https://bigmodern.bandcamp.com/album/b

After months without working search, I deleted the elasticsearch 8 container and created a new one with elasticsearch 9. Currently hydrating it with tootctl search deploy. 12.721.688 documents, 2 hours left.
I hate self hosting. (Still thankful to everyone who makes it possible.)

Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining
Boshra Ariguib, Mathias Niepert, Andrei Manolache
https://arxiv.org/abs/2509.22468

Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining
High-quality molecular representations are essential for property prediction and molecular design, yet large labeled datasets remain scarce. While self-supervised pretraining on molecular graphs has shown promise, many existing approaches either depend on hand-crafted augmentations or complex generative objectives, and often rely solely on 2D topology, leaving valuable 3D structural information underutilized. To address this gap, we introduce C-FREE (Contrast-Free Representation learning on Ego…

Long but very good:
"An essay on wank"
It names and identifies one of my least favorite genre of posts – finally I have a proper term for it!
I'm sure I've been guilty of it too in the past, so it's useful for self-regulation, too.
https://deadsimpletech.com/blog/essay_

Robotaxis are so safe that California police haven't written them a single ticket. https://apnews.com/article/waymo-no-driver-traffic-ticket-0a0dffb19bf38c5ee85681a6f83591ff

Police in Northern California stop driverless Waymo taxi after illegal U-turn
Police in Northern California pulled over a self-driving Waymo taxi after it made an illegal U-turn. But without a driver behind the wheel, they could not issue a moving violation ticket. The San Bruno Police Department wrote up the weekend encounter in social media posts that have gone viral. Police said that their “citation books don’t have a box for ‘robot’.” State law requires moving violations be issued to drivers or operators. A new state law that kicks in next year will allow l…

Instead of strategy, Trump delivered his usual medley of grievances: Obama ruined everything, Biden ruined it twice as hard, and only Donald J. Trump, self-proclaimed “two-term, maybe three-term president” could save America.
 
It was less a military briefing than an episode of The Apprentice: Pentagon Edition. The generals, trained to withstand battlefield chaos, sat stone-faced through the barrage of nonsense. They have endured artillery fire with more enthusiasm. 2/3

Soul Loom
Stories and reflections for sensitive souls navigating change, healing, and self-reconnection...
Great Australian Pods Podcast Directory: https://www.greataustralianpods.com/soul-loom/

Testing the Impact of Planet-stirring, Self-stirring, and Mixed-stirring on Debris Disc Architecture: A Case Study of HD 16743
Jonathan P. Marshall, Marco A. Mu\~noz-Guti\'errez, Antranik A. Sefilian, Antonio Peimbert
https://arxiv.org/abs/2509.22822

Testing the Impact of Planet-stirring, Self-stirring, and Mixed-stirring on Debris Disc Architecture: A Case Study of HD 16743
Dynamical interactions between planets and debris discs can excite the orbits of embedded planetesimals to such a degree that a collisional cascade is triggered, generating detectable amounts of dust. Millimetre wavelength observations are sensitive to emission from large and cold dust grains, which are unperturbed by radiation forces and act as a proxy for the location of the planetesimals. The influence of unseen planetary companions on debris discs can be inferred with high-resolution imagin…

I think that "wank" expresses how I feel about listening to Trump et al. It's all self-pleasure done publicly as a dominance display. Disgusting on all levels. https://bsky.brid.gy/r/https://bsky.app/profile/did:plc:vztgtyyp4lhhqmto…

Iris Meredith (@iris-meredith.bsky.social)
Today's article is about a form of bad-faith speech somewhat akin to bullshit, which I'm calling (because why not) wank. I don't quite think I've focused the ideas down as much as I can, but I think it says some interesting things regardless: https://deadsimpletech.com/blog/essay_on_redacted

Network Traffic Classification Using Self-Supervised Learning and Confident Learning
Ehsan Eslami, Walaa Hamouda
https://arxiv.org/abs/2509.23522 https://a…

Network Traffic Classification Using Self-Supervised Learning and Confident Learning
Network traffic classification (NTC) is vital for efficient network management, security, and performance optimization, particularly with 5G/6G technologies. Traditional methods, such as deep packet inspection (DPI) and port-based identification, struggle with the rise of encrypted traffic and dynamic port allocations. Supervised learning methods provide viable alternatives but rely on large labeled datasets, which are difficult to acquire given the diversity and volume of network traffic. Mean…

ASTROCO: Self-Supervised Conformer-Style Transformers for Light-Curve Embeddings
Antony Tan, Pavlos Protopapas, Martina C\'adiz-Leyton, Guillermo Cabrera-Vives, Cristobal Donoso-Oliva, Ignacio Becker
https://arxiv.org/abs/2509.24134

ASTROCO: Self-Supervised Conformer-Style Transformers for Light-Curve Embeddings
We present AstroCo, a Conformer-style encoder for irregular stellar light curves. By combining attention with depthwise convolutions and gating, AstroCo captures both global dependencies and local features. On MACHO R-band, AstroCo outperforms Astromer v1 and v2, yielding 70 percent and 61 percent lower error respectively and a relative macro-F1 gain of about 7 percent, while producing embeddings that transfer effectively to few-shot classification. These results highlight AstroCo's potential a…

I hope no-one minds the occasional moment of self-promotion. We've all gotta pay the bills.
@… https://mstdn.business/@ecoflap/115633011344656890

Ecoflap Home Draughtproofing (@ecoflap@mstdn.business)
Attached: 4 images Hi #caturday folk. If you're looking for a #draughtproof catflap and would like to buy from a small, family-owned business in the UK then may we suggest our Petflap? It's available in three - soon to be four - standard trunking lenths from 35-70mm (90mm coming soon), bespoke models with long trunking are available and we ship to most countries. You can find us at https://www.thepetflap.com/ Enquiries always welcome. #catsofmastodon

As a security engineer, whenever anyone talks about a control it's always important to ask "by what mechanism?"
> "Oh, that can't happen because we have a system to stop it."
By what mechanism?
> "We have documentation that says...."
Yeah, that's not a mechanism.
People keep saying, "Trump can't do that!" But like... by what mechanism?
> "The constitution says..."
Yeah... a documented list of rules is not self-enforcing. What is the mechanism?
What makes this impossible? Oh, it's possible under certain conditions? Oh, it's always possible and you're completely relying on the idea that there will never be a malicious actor? Yeah, that's gonna get exploited. Oh shit, now you're owned.
What do you do with a system that's completely owned? Once it's compromised it can never be trusted again. What would you tell a client who told you, "Patching is really hard, so we're just gonna ban the attacker's IP."
What, you're not even gonna reinstall?
I assume we've all had the "burn everything down and start again" client. I wonder how many of us thought we would see the US government ask for them to hold it's beer.
#USPol

I ran a poll asking programmers in the Fediverse what age bracket do they belong to.
https://mastodon.social/@rperezrosario/115234900863397017
The poll had 4,839 self-professed computer programmer voters, and received 936 boosts.
Summary:
10-20 years o…

"In my defense, only three hours on Instagram": Designing Toward Digital Self-Awareness and Wellbeing
Karthik S. Bhat, Jiayue Melissa Shi, Wenxuan Song, Dong Whi Yoo, Koustuv Saha
https://arxiv.org/abs/2509.21860

"In my defense, only three hours on Instagram": Designing Toward Digital Self-Awareness and Wellbeing
Screen use pervades daily life, shaping work, leisure, and social connections while raising concerns for digital wellbeing. Yet, reducing screen time alone risks oversimplifying technology's role and neglecting its potential for meaningful engagement. We posit self-awareness -- reflecting on one's digital behavior -- as a critical pathway to digital wellbeing. We developed WellScreen, a lightweight probe that scaffolds daily reflection by asking people to estimate and report smartphone use. In …

🔐 UK phone retailers lock shop doors while trading to tackle rising thefts
https://www.theguardian.com/business/2025/sep/06/phone-retailers-lock-doors-tackle-rising-thefts

I was cleaning up my desktop and I found this image. I had forgotten about it. It comes from David Holmgren's 'Retrosuburbia'. I'm happy to see my position - towards the rational end of the rational/intuitive spectrum (I always think you need to thoroughly, skeptically question your own beliefs, lest you find wishful thinking or prejudices amongst them), and midway along the "leave nature do it's thing/use design to keep your elbows in" spectrum. Yep, that'…

Slop at work is an act of self rebellion against bureaucracy and must be defended as a basic human right.

Self-learning AI reveals NFL against the spread, over/under, money-line picks for every Week 5, 2025 game

https://www.cbssports.com/nfl/news/ai-nfl-picks-against-spread…

SSVIF: Self-Supervised Segmentation-Oriented Visible and Infrared Image Fusion
Zixian Zhao, Xingchen Zhang
https://arxiv.org/abs/2509.22450 https://arxiv.o…

SSVIF: Self-Supervised Segmentation-Oriented Visible and Infrared Image Fusion
Visible and infrared image fusion (VIF) has gained significant attention in recent years due to its wide application in tasks such as scene segmentation and object detection. VIF methods can be broadly classified into traditional VIF methods and application-oriented VIF methods. Traditional methods focus solely on improving the quality of fused images, while application-oriented VIF methods additionally consider the performance of downstream tasks on fused images by introducing task-specific lo…

StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
Chenyu Zhou, Tianyi Xu, Jianghao Lin, Dongdong Ge
https://arxiv.org/abs/2509.22558

StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
Large Language Models (LLMs) have shown promising capabilities for solving Operations Research (OR) problems. While reinforcement learning serves as a powerful paradigm for LLM training on OR problems, existing works generally face two key limitations. First, outcome reward suffers from the credit assignment problem, where correct final answers can reinforce flawed reasoning. Second, conventional discriminative process supervision is myopic, failing to evaluate the interdependent steps of OR mo…

ChromRec: Directional Recognition-Driven Self-Assembly of Histone Octamer and Chromatin Fiber
Hesam Arabzadeh, Dmitri Kireev
https://arxiv.org/abs/2509.24970 https://

ChromRec: Directional Recognition-Driven Self-Assembly of Histone Octamer and Chromatin Fiber
Understanding chromatin dynamics across multiple spatiotemporal scales requires models that reconcile biological specificity with physics-based interactions and computational tractability. We present a modular, recognition-enabled ultra-coarse-grained (UCG) framework that captures both histone-DNA and histone-histone interactions using site-specific, off-center Recognition potentials. These recognition sites, combined with generic attractive and repulsive terms, encode directional and stoichiom…

Sonnet 109 - CIX
O! never say that I was false of heart,
Though absence seem'd my flame to qualify,
As easy might I from my self depart
As from my soul which in thy breast doth lie:
That is my home of love: if I have ranged,
Like him that travels, I return again;
Just to the time, not with the time exchanged,
So that myself bring water for my stain.
Never believe though in my nature reigned,
All frailties that besiege all kinds …

Bloody Sunday: Government spent over £4m on Soldier F case
https://share.google/lI7OO5pkDz9xpi6eG
The British gov. has now spent 4M and 53 years defending a self-confessed killer for an atrocity it paid for, which it investigated and publicly announced as unjustified and unjustifiable.
…

Bloody Sunday: Government spent over £4m on Soldier F case
David Johnstone says he found it "incredulous that there is this level of point scoring" following the trial.

Can Large Language Models Autoformalize Kinematics?
Aditi Kabra, Jonathan Laurent, Sagar Bharadwaj, Ruben Martins, Stefan Mitsch, Andr\'e Platzer
https://arxiv.org/abs/2509.21840

Can Large Language Models Autoformalize Kinematics?
Autonomous cyber-physical systems like robots and self-driving cars could greatly benefit from using formal methods to reason reliably about their control decisions. However, before a problem can be solved it needs to be stated. This requires writing a formal physics model of the cyber-physical system, which is a complex task that traditionally requires human expertise and becomes a bottleneck. This paper experimentally studies whether Large Language Models (LLMs) can automate the formalizati…

Self-driving cars: Are we there yet?
Merve Atasever, Zhuochen Liu, Qingpei Li, Akshay Hitendra Shah, Hans Walker, Jyotirmoy V. Deshmukh, Rahul Jain
https://arxiv.org/abs/2509.22754

Self-driving cars: Are we there yet?
Autonomous driving remains a highly active research domain that seeks to enable vehicles to perceive dynamic environments, predict the future trajectories of traffic agents such as vehicles, pedestrians, and cyclists and plan safe and efficient future motions. To advance the field, several competitive platforms and benchmarks have been established to provide standardized datasets and evaluation protocols. Among these, leaderboards by the CARLA organization and nuPlan and the Waymo Open Dataset …

1-GHz VIS-to-MIR frequency combs enabled by CMOS-compatible nanophotonic waveguides
Xuan Zhang, Yuchen Wang, Junguo Xu, Guangzi Feng, Xia Hou, Qiankun Li, Xueying Sun, Yongyuan Chu, Chengbo Mou, Hairun Guo, Sida Xing
https://arxiv.org/abs/2509.23704

1-GHz VIS-to-MIR frequency combs enabled by CMOS-compatible nanophotonic waveguides
A fully stabilized frequency comb is essential for precision metrology and coherent optical synthesis. However, fully-stabilized frequency combs generally require separate stages for supercontinuum generation (SCG) and self-referencing, largely limiting their compactness. Here, enabled by the low-threshold multi-octave supercontinuum generation and concurrent third-harmonic generation in low-loss silicon nitride waveguides, we present a novel approach to a self-referenced frequency comb source …

A Characterization of Triangle-Free Cyclic Graphs With Self-Loops Of Rank 3
Johnny Lim
https://arxiv.org/abs/2509.20158 https://arxiv.org/pdf/2509.20158

A Characterization of Triangle-Free Cyclic Graphs With Self-Loops Of Rank 3
Let $G_S$ be a self-loop graph as the graph obtained by attaching a self-loop at every vertex in $S \subseteq V(G)$ of a simple graph $G.$ If $G=C_n$ is the cycle graphs of order $n$ and $S \neq \emptyset,$ we show that there are no rank 3 self-loop graphs $(C_n)_S$ for $n\geq 5.$ As a consequence, we determine and construct all possible rank 3 triangle-free self-loop cyclic graph of order at least 4 from $(C_4)_S$ via graph join operations. This provides a partial solution to the characterizat…

Zijn hier debatten over geweest? Die heb ik dan gemist
https://www.autoblog.nl/nieuws/nederland-eerste-eu-land-waar-tesla-full-self-driving-legaal-is-7182233

Tesla influencers just tried Elon Musk’s coast-to-coast self-driving challenge from 2017, crashed before 60 miles | Electrek https://electrek.co/2025/09/21/tesla-influencers-tried-elon-musk-coast-to-coast-self-driving-crashed-be…

OpenAI launches new ChatGPT parental safety controls for users aged 13 to 18, including parental and law enforcement alerts for chats about self-harm or suicide (Reece Rogers/Wired)
https://www.wired.com/story/openai-teen-safety-tools-chatgpt-parents-s…

OpenAI Adds Parental Safety Controls for Teen ChatGPT Users. Here’s What to Expect
OpenAI’s review process for teenage ChatGPT users who are flagged for suicidal ideation includes human moderators. Parents can expect an alert about alarming prompts within hours.

WPP rolls out WPP Open Pro, a self-serve version of WPP Open, its AI-powered marketing platform that helps marketers build campaigns and develop creative assets (Kendra Barnett/Adweek)
https://www.adweek.com/agencies/wpp-launch…

WPP Launches a Self-Serve Version of Its AI Platform To Court Small Biz Dollars
British advertising titan WPP is rolling out a self-serve version of WPP Open, its AI marketing platform. 

Crosslisted article(s) found for math.CT. https://arxiv.org/list/math.CT/new
[1/1]:
- Coassociative structures on self-injective algebras
Alexandru Chirvasitu
h…

Geometric structure of stationary problem for spatial 1D self-diffusion equation with logistic growth
Yu ICHIDA
https://arxiv.org/abs/2509.24752 https://ar…

Geometric structure of stationary problem for spatial 1D self-diffusion equation with logistic growth
This paper considers the solution structure of non-trivial, non-constant stationary states of 1D spatial parabolic equations with nonlinear self-diffusion and logistic growth terms. A two-dimensional ordinary differential equation satisfying the stationary problem is derived and all its dynamics, including to infinity, is revealed by the Poincaré-Lyapunov compactification, one of the compactifications of phase space. The advantage of this method is that it can be used to classify all dynamical…

Coarsening of biomimetic condensates in a self-stirring active fluid
Jeremy Laprade, Layne Frechette, Christopher Amey, Adrielle Cusi, Aparna Baskaran, W. Benjamin Rogers, Guillaume Duclos
https://arxiv.org/abs/2509.21753

Coarsening of biomimetic condensates in a self-stirring active fluid
Coarsening, the process where larger structures grow at the expense of smaller ones, is a fundamental aspect of multiphase systems. The cell cytoplasm exemplifies an out-of-equilibrium multiphase system, where phase-separated condensates nucleate and expand within an active fluid made of biopolymers and energy-dependent enzymes. In this study, we explore how condensates grow in a self-stirring active fluid by examining the coarsening of biomimetic condensates embedded in a 3D reconstituted cyto…

cora: CORA citations (1998)
Citations among papers indexed by CORA, from 1998, an early computer science research paper search engine. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) Self-loops may be present. The dates of these snapshots are uncertain.
This network has 23166 nodes and 91500 edges.
Tags: Informational, Citation, Unweighted

Bridging the behavior-neural gap: A multimodal AI reveals the brain's geometry of emotion more accurately than human self-reports
Changde Du, Yizhuo Lu, Zhongyu Huang, Yi Sun, Zisen Zhou, Shaozheng Qin, Huiguang He
https://arxiv.org/abs/2509.24298

Bridging the behavior-neural gap: A multimodal AI reveals the brain's geometry of emotion more accurately than human self-reports
The ability to represent emotion plays a significant role in human cognition and social interaction, yet the high-dimensional geometry of this affective space and its neural underpinnings remain debated. A key challenge, the `behavior-neural gap,' is the limited ability of human self-reports to predict brain activity. Here we test the hypothesis that this gap arises from the constraints of traditional rating scales and that large-scale similarity judgments can more faithfully capture the brain'…

From Indexing to Coding: A New Paradigm for Data Availability Sampling
Moritz Grundei, Aayush Rajasekaran, Kishori Konwar, Muriel Medard
https://arxiv.org/abs/2509.21586 https:/…

From Indexing to Coding: A New Paradigm for Data Availability Sampling
The data availability problem is a central challenge in blockchain systems and lies at the core of the accessibility and scalability issues faced by platforms such as Ethereum. Modern solutions employ several approaches, with data availability sampling (DAS) being the most self-sufficient and minimalistic in its security assumptions. Existing DAS methods typically form cryptographic commitments on codewords of fixed-rate erasure codes, which restrict light nodes to sampling from a predetermined…

Agentic Services Computing
Shuiguang Deng, Hailiang Zhao, Ziqi Wang, Guanjie Cheng, Peng Chen, Wenzhuo Qian, Zhiwei Ling, Jianwei Yin, Albert Y. Zomaya, Schahram Dustdar
https://arxiv.org/abs/2509.24380

Agentic Services Computing
The rise of LLM-powered agents is driving a fundamental transformation in services computing: from static, request-response functions to dynamic, goal-oriented, and autonomous multi-agent ecosystems. In response to this shift, we introduce Agentic Service Computing (ASC), a new paradigm that reimagines services as intelligent, self-adaptive, and socially embedded entities. This comprehensive survey presents a lifecycle-driven framework for ASC, structured around four core phases: Design, Deploy…

Good Ramanujan Expansions: A suitably enhanced decay of coefficients has important consequences
Giovanni Coppola
https://arxiv.org/abs/2509.24456 https://a…

Good Ramanujan Expansions: A suitably enhanced decay of coefficients has important consequences
In this self-contained short note, we introduce the new definition of Good Ramanujan Expansion, say G.R.E., for a fixed arithmetic function $F$, building upon a good decay of its coefficients $G$; this, gains $\log-$powers w.r.t. the trivial bound for $G$ and precisely $\log^{1+η}$, where the present parameter $η>0$ is real. This property alone has important consequences for all the $F$ having a G.R.E. : mainly, 1) the Eratosthenes Transform $F'$ of our $F$ is infinitesimal (see in Theorem 1)…

Note to self: En ulempe ved at gå meget tidligt (kl 20.30) fordi man er meget træt, er at man så risikerer at ligge vågen længe efter at have været på toilettet. Arghhh 🥴
Nå, men jeg fik da brugt noget af den ufrivilligt vågne tid på at få kŸbt nogle julegaver til bŸrnene. (YngsteSŸn Ÿnsker sig hŸrbukser - ret cool, synes jeg - og det er jo uden for sæsonen (og måske også Black Friday?), så der var 70 % på mange af dem hos Magasin. Bare et tip, hvis I har nogen der Ÿnsker sig…

GlassWorm: First Self-Propagating Worm Using Invisible Code Hits OpenVSX Marketplace
A month after Shai Hulud became the first self-propagating worm in the npm ecosystem, we just discovered the world's first worm targeting VS Code extensions on OpenVSX marketplace.
🐛 https://www.

GlassWorm: First Self-Propagating Worm Using Invisible Code Hits OpenVSX Marketplace | Koi Blog

#NowPlaying this rad, ripping new self-titled EP by Reading, Pennsylvania's WEALTH GAP. I love raw, lo-fi punk shit like this. I kinda hear like, Circle Jerks or Black Flag some Descendents? Damn solid
https://wealthgap.bandcam…

Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
Yulei Qin, Xiaoyu Tan, Zhengbao He, Gang Li, Haojia Lin, Zongyi Li, Zihan Xu, Yuchen Shi, Siqi Cai, Renting Rui, Shaofei Cai, Yuzheng Cai, Xuan Zhang, Sheng Ye, Ke Li, Xing Sun
https://arxiv.org/abs/2509.22601

Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
Reinforcement learning (RL) is the dominant paradigm for sharpening strategic tool use capabilities of LLMs on long-horizon, sparsely-rewarded agent tasks, yet it faces a fundamental challenge of exploration-exploitation trade-off. Existing studies stimulate exploration through the lens of policy entropy, but such mechanical entropy maximization is prone to RL training instability due to the multi-turn distribution shifting. In this paper, we target the progressive exploration-exploitation bala…

Broncos vs. Commanders NFL player props, SGP: Self-learning AI backs Bo Nix Over 226.5 passing yards on 'SNF'

https://www.cbssports.com/nfl/news/broncos-command…

Self-organization mechanism in Bridgman-grown MnBi2Te4/(Bi2Te3)n: influence on layer sequence and magnetic properties
Pawe{\l} Skupi\'nski, Kamil Sobczak, Katarzyna Gas, Anna Reszka, Yadhu K. Edathumkandy, Jakub Majewski, Krzysztof Grasza, Maciej Sawicki, Agnieszka Wo{\l}o\'s
https://arxiv.org/abs/2509.22303

Self-organization mechanism in Bridgman-grown MnBi2Te4/(Bi2Te3)n: influence on layer sequence and magnetic properties
The growth of high-quality magnetic topological insulator crystals by the Bridgman method remains challenging due to thermodynamic limitations inherent to this technique. Nevertheless, this approach continues to provide bulk materials with significantly reduced free carrier concentrations compared to epitaxial methods. Here, we investigate the Inverted Vertical Bridgman growth of MnBi2Te4/(Bi2Te3)n crystals, with particular emphasis on the structural ordering of MnBi2Te4 septuple layers within …

cora: CORA citations (1998)
Citations among papers indexed by CORA, from 1998, an early computer science research paper search engine. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) Self-loops may be present. The dates of these snapshots are uncertain.
This network has 23166 nodes and 91500 edges.
Tags: Informational, Citation, Unweighted

Cowboys vs. Packers NFL player props: Self-Learning AI backing Jordan Love under 234.5 passing yards on SNF

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

jina-reranker-v3: Last but Not Late Interaction for Document Reranking
Feng Wang, Yuqing Li, Han Xiao
https://arxiv.org/abs/2509.25085 https://arxiv.org/pd…

jina-reranker-v3: Last but Not Late Interaction for Document Reranking
jina-reranker-v3 is a 0.6B parameter multilingual document reranker that introduces a novel last but not late interaction. Unlike late interaction models such as ColBERT that perform separate encoding followed by multi-vector matching, our approach conducts causal self-attention between query and documents within the same context window, enabling rich cross-document interactions before extracting contextual embeddings from the last token of each document. This compact architecture achieves stat…

The role of the solid-melt interface in accelerating the self-catalyzed growth kinetics of III-V semiconductors
Zhucong Xi, Abby Liu, Xiaobo Chen, Meng Li, Dmitri N. Zakharov, Judith C. Yang, Rachel S. Goldman, Liang Qi
https://arxiv.org/abs/2509.24206

The role of the solid-melt interface in accelerating the self-catalyzed growth kinetics of III-V semiconductors
Solid-melt interfaces play a pivotal role in governing crystal growth and metal-mediated epitaxy of gallium nitride (GaN) and other semiconductor materials. Using atomistic simulations based on machine-learning interatomic potentials (MLIPs), we uncover that multiple layers of Ga atoms at the GaN-Ga melt interface form structurally ordered and electronically charged configurations that are critical for the growth kinetics of GaN. These ordered layers modulate the free energy landscape (FEL) for…

What rural folks don’t understand about city life
The wages of our well-paid college graduates support the
self-righteous people in red America

https://www.washingtonpost.com/opinions/2025/11/28/city-life-chicago-v…

What rural folks don’t understand about city life
Urban urbanity: Chicago, New York and San Francisco through readers’ eyes.

A DNA-encoded recipe to direct multi-stage colloidal assembly
Pepijn G. Moerman, Chenghung Chou, Thomas E. Videb{\ae}k, W. Benjamin Rogers, Rebecca Schulman
https://arxiv.org/abs/2509.23440

A DNA-encoded recipe to direct multi-stage colloidal assembly
In equilibrium self-assembly, microscopic building blocks spontaneously self-organize into stable structures as dictated by their interaction potentials, which limits the accessible structural features to those that correspond to global minima in free energy landscapes; they are often ordered and periodic on length scales comparable to the building block size. Coupling the assembly process to an exergonic reaction drives the system out of equilibrium so that an assembly pathway can be engineere…

Influence-Guided Concolic Testing of Transformer Robustness
Chih-Duo Hong, Yu Wang, Yao-Chen Chang, Fang Yu
https://arxiv.org/abs/2509.23806 https://arxiv.…

Influence-Guided Concolic Testing of Transformer Robustness
Concolic testing for deep neural networks alternates concrete execution with constraint solving to search for inputs that flip decisions. We present an {influence-guided} concolic tester for Transformer classifiers that ranks path predicates by SHAP-based estimates of their impact on the model output. To enable SMT solving on modern architectures, we prototype a solver-compatible, pure-Python semantics for multi-head self-attention and introduce practical scheduling heuristics that temper const…

A therapist details treating ChatGPT as a "patient", describing its programmed self-critique as "a brilliant means of seducing a techno-skeptical therapist" (Gary Greenberg/New Yorker)
https://www.newyorker.com/culture/the-weekend-essay/pu…

Putting ChatGPT on the Couch
Gary Greenberg, a psychotherapist, writes about conversations with ChatGPT in which he addresses the bot as he would a patient in therapy.

Replaced article(s) found for cs.AI. https://arxiv.org/list/cs.AI/new
[2/9]:
- SEDM: Scalable Self-Evolving Distributed Memory for Agents
Haoran Xu, Jiacong Hu, Ke Zhang, Lei Yu, Yuxin Tang, Xinyuan Song, Yiqun Duan, Lynn Ai, Bill Shi

HyCoVAD: A Hybrid SSL-LLM Model for Complex Video Anomaly Detection
Mohammad Mahdi Hemmatyar, Mahdi Jafari, Mohammad Amin Yousefi, Mohammad Reza Nemati, Mobin Azadani, Hamid Reza Rastad, Amirmohammad Akbari
https://arxiv.org/abs/2509.22544

HyCoVAD: A Hybrid SSL-LLM Model for Complex Video Anomaly Detection
Video anomaly detection (VAD) is crucial for intelligent surveillance, but a significant challenge lies in identifying complex anomalies, which are events defined by intricate relationships and temporal dependencies among multiple entities rather than by isolated actions. While self-supervised learning (SSL) methods effectively model low-level spatiotemporal patterns, they often struggle to grasp the semantic meaning of these interactions. Conversely, large language models (LLMs) offer powerful…

Generalized Correctness Models: Learning Calibrated and Model-Agnostic Correctness Predictors from Historical Patterns
Hanqi Xiao, Vaidehi Patil, Hyunji Lee, Elias Stengel-Eskin, Mohit Bansal
https://arxiv.org/abs/2509.24988

Generalized Correctness Models: Learning Calibrated and Model-Agnostic Correctness Predictors from Historical Patterns
Generating accurate and calibrated confidence estimates is critical for deploying LLMs in high-stakes or user-facing applications, and remains an open challenge. Prior research has often framed confidence as a problem of eliciting a model's "self-knowledge", i.e., the ability of an LLM to judge whether its own answers are correct; this approach implicitly assumes that there is some privileged information about the answer's correctness that is accessible to the model itself. However, our experim…

cora: CORA citations (1998)
Citations among papers indexed by CORA, from 1998, an early computer science research paper search engine. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) Self-loops may be present. The dates of these snapshots are uncertain.
This network has 23166 nodes and 91500 edges.
Tags: Informational, Citation, Unweighted

Game Theory to Study Cooperation in Human-Robot Mixed Groups: Exploring the Potential of the Public Good Game
Giulia Pusceddu, Sara Mongile, Francesco Rea, Alessandra Sciutti
https://arxiv.org/abs/2509.24530

Game Theory to Study Cooperation in Human-Robot Mixed Groups: Exploring the Potential of the Public Good Game
In this study, we explore the potential of Game Theory as a means to investigate cooperation and trust in human-robot mixed groups. Particularly, we introduce the Public Good Game (PGG), a model highlighting the tension between individual self-interest and collective well-being. In this work, we present a modified version of the PGG, where three human participants engage in the game with the humanoid robot iCub to assess whether various robot game strategies (e.g., always cooperate, always free…

Learning in an Echo Chamber: Online Learning with Replay Adversary
Daniil Dmitriev, Harald Eskelund Franck, Carolin Heinzler, Amartya Sanyal
https://arxiv.org/abs/2509.25135 htt…

Learning in an Echo Chamber: Online Learning with Replay Adversary
As machine learning systems increasingly train on self-annotated data, they risk reinforcing errors and becoming echo chambers of their own beliefs. We model this phenomenon by introducing a learning-theoretic framework: Online Learning in the Replay Setting. In round $t$, the learner outputs a hypothesis $\hat{h}_t$; the adversary then reveals either the true label $f^\ast(x_t)$ or a replayed label $\hat{h}_i(x_t)$ from an earlier round $i < t$. A mistake is counted only when the true label is…

The Emergence of Altruism in Large-Language-Model Agents Society
Haoyang Li, Xiao Jia, Zhanzhan Zhao
https://arxiv.org/abs/2509.22537 https://arxiv.org/pdf…

The Emergence of Altruism in Large-Language-Model Agents Society
Leveraging Large Language Models (LLMs) for social simulation is a frontier in computational social science. Understanding the social logics these agents embody is critical to this attempt. However, existing research has primarily focused on cooperation in small-scale, task-oriented games, overlooking how altruism, which means sacrificing self-interest for collective benefit, emerges in large-scale agent societies. To address this gap, we introduce a Schelling-variant urban migration model that…

VideoAnchor: Reinforcing Subspace-Structured Visual Cues for Coherent Visual-Spatial Reasoning
Zhaozhi Wang, Tong Zhang, Mingyue Guo, Yaowei Wang, Qixiang Ye
https://arxiv.org/abs/2509.25151

VideoAnchor: Reinforcing Subspace-Structured Visual Cues for Coherent Visual-Spatial Reasoning
Multimodal Large Language Models (MLLMs) have achieved impressive progress in vision-language alignment, yet they remain limited in visual-spatial reasoning. We first identify that this limitation arises from the attention mechanism: visual tokens are overshadowed by language tokens, preventing the model from consistently recognizing the same visual cues across frames. To address this challenge, we draw a novel connection between the self-expressiveness property in sparse subspace clustering an…

Colts' Shane Steichen self-evaluating play calls after collapse to Chiefs https://www.nfl.com/news/colts-shane-steichen-self-evaluating-play-calls-after-collapse-to-chiefs

Uber plans to launch its first robotaxi in the San Francisco Bay Area in late 2026, built on Lucid's Gravity SUV, after testing 100 cars in the coming months (Dee-Ann Durbin/Associated Press)
https://apnews.com/article/uber-robotaxi-…

Uber to deploy Lucid-powered robotaxi fleet in San Francisco
Uber said Wednesday that the San Francisco Bay Area will be the first market for its specially built autonomous taxi, which is expected to launch in late 2026. The San Francisco-based ride-hailing company said in July it was developing a robotaxi with the electric car company Lucid and the self-driving technology company Nuro Inc. Uber said it plans to have 100 test vehicles on the road in the coming months. Within six years, Uber plans to deploy 20,000 or more Lucid-based autonomous taxis in m…

DRIFT-Net: A Spectral--Coupled Neural Operator for PDEs Learning
Jiayi Li, Flora D. Salim
https://arxiv.org/abs/2509.24868 https://arxiv.org/pdf/2509.24868…

DRIFT-Net: A Spectral--Coupled Neural Operator for PDEs Learning
Learning PDE dynamics with neural solvers can significantly improve wall-clock efficiency and accuracy compared with classical numerical solvers. In recent years, foundation models for PDEs have largely adopted multi-scale windowed self-attention, with the scOT backbone in \textsc{Poseidon} serving as a representative example. However, because of their locality, truly globally consistent spectral coupling can only be propagated gradually through deep stacking and window shifting. This weakens…

Ravens vs. Dolphins NFL player props: Self-learning AI backs Lamar Jackson under 237.5 passing yards on TNF

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

cora: CORA citations (1998)
Citations among papers indexed by CORA, from 1998, an early computer science research paper search engine. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) Self-loops may be present. The dates of these snapshots are uncertain.
This network has 23166 nodes and 91500 edges.
Tags: Informational, Citation, Unweighted

Estimating the Self-Consistency of LLMs
Robert Nowak
https://arxiv.org/abs/2509.19489 https://arxiv.org/pdf/2509.19489

Estimating the Self-Consistency of LLMs
Systems often repeat the same prompt to large language models (LLMs) and aggregate responses to improve reliability. This short note analyzes an estimator of the self-consistency of LLMs and the tradeoffs it induces under a fixed compute budget $B=mn$, where $m$ is the number of prompts sampled from the task distribution and $n$ is the number of repeated LLM calls per prompt; the resulting analysis favors a rough split $m,n\propto\sqrt{B}$.

Jets' Fields says benching took him by surprise https://www.espn.com/nfl/story/_/id/47111846/jets-fields-surprised-benching-sees-self-qb1

cora: CORA citations (1998)
Citations among papers indexed by CORA, from 1998, an early computer science research paper search engine. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) Self-loops may be present. The dates of these snapshots are uncertain.
This network has 23166 nodes and 91500 edges.
Tags: Informational, Citation, Unweighted

Jeered in Miami, McDaniel shares fans' frustrations https://www.espn.com/nfl/story/_/id/46788952/jeered-blowout-dolphins-mcdaniel-share-fans-frustrations

MACD: Multi-Agent Clinical Diagnosis with Self-Learned Knowledge for LLM
Wenliang Li, Rui Yan, Xu Zhang, Li Chen, Hongji Zhu, Jing Zhao, Junjun Li, Mengru Li, Wei Cao, Zihang Jiang, Wei Wei, Kun Zhang, Shaohua Kevin Zhou
https://arxiv.org/abs/2509.20067

MACD: Multi-Agent Clinical Diagnosis with Self-Learned Knowledge for LLM
Large language models (LLMs) have demonstrated notable potential in medical applications, yet they face substantial challenges in handling complex real-world clinical diagnoses using conventional prompting methods. Current prompt engineering and multi-agent approaches typically optimize isolated inferences, neglecting the accumulation of reusable clinical experience. To address this, this study proposes a novel Multi-Agent Clinical Diagnosis (MACD) framework, which allows LLMs to self-learn cli…