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Reflection: Nature Is a Mirror - Don't Miss What It Reflects https://muz4now.com/2021/reflection-nature-is-a-mirror-dont-miss-what-it-reflects/

Reflection: Nature Is a Mirror - Don't Miss What It Reflects
Stan Stewart - @muz4now

Why AI isn't replacing radiologists: models underperform in hospital settings, AI use faces legal hurdles, and the job is much more than image recognition (The Works in Progress Newsletter)
https://www.worksinprogress.news/p/why-ai-isnt-replacing-radiologists…

AI isn't replacing radiologists
Radiology combines digital images, clear benchmarks, and repeatable tasks. But demand for human radiologists is ay an all-time high.

slashdot_threads: Slashdot thread replies (2007)
A network of replies among users of the website Slashdot on the various discussion threads on the site. Nodes are user accounts and each directed edge represents a reply from user i to user j. Replies are timestamped.
This network has 51083 nodes and 140778 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

Reflections on Rota-Baxter Lie algebras, the classical reflection equation and Poisson homogeneous spaces
Honglei Lang, Yunhe Sheng
https://arxiv.org/abs/2506.20276

Reflections on Rota-Baxter Lie algebras, the classical reflection equation and Poisson homogeneous spaces
In this paper, first we introduce the notion of reflections on quadratic Rota-Baxter Lie algebras of weight $λ$, and show that they give rise to solutions of the classical reflection equation for the corresponding triangular Lie bialgebra ($λ=0$) and factorizable Lie bialgebra ($λ\neq0$). Then we study reflections on relative Rota-Baxter Lie algebras, and also show that they give rise to solutions of the classical reflection equation for certain Lie bialgebras determined by the relative Rota…

PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction
Yufei Han, Bowen Tie, Heng Guo, Youwei Lyu, Si Li, Boxin Shi, Yunpeng Jia, Zhanyu Ma
https://arxiv.org/abs/2509.19726

PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction
Efficient shape reconstruction for surfaces with complex reflectance properties is crucial for real-time virtual reality. While 3D Gaussian Splatting (3DGS)-based methods offer fast novel view rendering by leveraging their explicit surface representation, their reconstruction quality lags behind that of implicit neural representations, particularly in the case of recovering surfaces with complex reflective reflectance. To address these problems, we propose PolGS, a Polarimetric Gaussian Splatti…

2025 Week 1 NFL score predictions, odds, picks today: Expert reveals exact scores for every game

https://www.cbssports.com/nfl/news/2025-we

Wait-free Replicated Data Types and Fair Reconciliation
Petr Kuznetsov, Maxence Perion, Sara Tucci-Piergiovanni
https://arxiv.org/abs/2508.18193 https://ar…

Wait-free Replicated Data Types and Fair Reconciliation
Replication is a standard way to maintain availability of shared data in fault-prone distributed systems. To make sure that the data replicas are up-to-date, they need to synchronize, which typically means engaging the replicas in waiting for coherent responses from each other. The amount of waiting depends on the consistency and availability guarantees we impose on the system. The folklore CAP theory states that strong consistency (the set of replicas create an illusion of one correct server) …

Jadeveon Clowney reveals what he'll bring to Dallas Cowboys defense https://www.si.com/nfl/cowboys/news/jadeveon-clowney-reveals-what-he-brings-dallas-cowboys-defense