Robust, resilient, and values-driven. https://andrewjmclaughlin.blogspot.com/2025/11/robust-resilient-and-values-driven.html
Amidst a very busy week, I really benefitted from listening to Martin I. Jones, Dr Jonpaul Nevin and Nathalie Pattyn (via the Optimising Human Performance podcast) discuss how good training programmes build both #robustness (how long it takes to knock ...

Dự án archgw: một proxy trung gian cho các tác nhân AI, giúp giảm thiểu các vấn đề bảo mật và tăng tốc độ xử lý. archgw cho phép xây dựng các tác nhân AI bằng bất kỳ ngôn ngữ hoặc khuôn khổ nào và offload công việc管道 AI sang một cơ sở hạ tầng bền vững. #archgw #AI #TrungGian #BảoMật #TốcĐộ #LLM #Rust #Cplusplus #Go #Python #TácNhânAI #CơSởHạTầng #Robustness

https://www.reddit.com/r/selfhosted/comments/1p5jz50/archgw_0320_all_python_deps_removed_from_request/

Implicit Ode Solvers Are Not Universally More Robust Than Explicit Ode Solvers

https://www.stochasticlifestyle.com/implicit-ode-solvers-are-not-universally-more-robust-than-explicit-ode-solvers-or-why-no-ode-solver-is-best/

#HackerNews #ImplicitOdeSolvers #ExplicitOdeSolvers #NumericalAnalysis #ComputationalMath #Robustness #Algorithms

Hey FOSS-community, I'm trying to compare #GitLab and @forgejo.

Some important aspects are:

- #DigitalSovereignty (most important)
- #SelfHosting
- #Collaboration between instances (#federation)
- #PublicValues
- Prevention of #VendorLockIn
- #Scalability
- #Robustness
- Guaranteed #support by professionals
- Software #freedom
- #Longevity
- Suitability for the #government

Do you have any thoughts on this? Or any useful links?

cc: @Codeberg

#Git #GitForge #opensource #FOSS #community

@vaetiv Example of a complex system: the IT infrastructure of any cooperation older than ten years

#thermodynamics #energysystems #engineering #science #physics #complexity #resilience #robustness

'Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification', by Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi.

http://jmlr.org/papers/v26/21-0068.html

#minimizes #robustness #adversarial

Analysis of 2024 #ADA change re: #Nondiscrimination on the Basis of #Disability ; #Accessibility of #Web Information and Services of State and Local #Government Entities

#libraries #AmericansWithDisabilitiesAct #webcontent
#perceivability #operability #understandability #robustness

https://scholarlykitchen.sspnet.org/2025/06/11/how-changes-to-ada-title-ii-impact-libraries-and-what-we-can-do-to-respond/

I really liked this informal community poll and thematic analysis on SLO usage. It does a better job at highlighting the hurdles to adopting them at a Company Who Is Not Google than a lot of "Here's how to do SLOs" pieces that just don't cover it.

If there is ever a "Seeking SLOs" book, this should be the first chapter.

https://ericmustin.substack.com/p/notes-on-service-level-objectives

#SRE #SLO #Reliability #Robustness #ErrorBudgets #SLI #SLA

A quotation from Samuel Johnson

Every quotation contributes something to the stability or enlargement of the language.

Samuel Johnson (1709-1784) English writer, lexicographer, critic
A Dictionary of the English Language, Preface (1755)

Sourcing, notes: wist.info/johnson-samuel/20347…

#quote #quotes #quotation #English #example #language #nuance #quotation #robustness #dictionary

A more robust raw OpenBSD syscall demo

https://nullprogram.com/blog/2025/03/06/

#HackerNews #OpenBSD #Syscalls #Demo #Robustness #Technology #Innovation

'Regularizing Hard Examples Improves Adversarial Robustness', by Hyungyu Lee, Saehyung Lee, Ho Bae, Sungroh Yoon.

http://jmlr.org/papers/v26/22-1428.html

#adversarial #regularizing #robustness

'On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training', by Chen Liu, Zhichao Huang, Mathieu Salzmann, Tong Zhang, Sabine Süsstrunk.

http://jmlr.org/papers/v25/22-0950.html

#adversarial #overfitting #robustness

'Label Noise Robustness of Conformal Prediction', by Bat-Sheva Einbinder et al.

http://jmlr.org/papers/v25/23-1549.html

#adversarial #robustness #prediction

Nighttime #stats question: When conducting a meta-analysis, which tests would you put under Robustness and which under Sensitivity? And what is your definition of each?

#metaanalysis #reanalysis #robustness #diagnostics

Centuries ago, I published a manuscript on BioRχiv about the love/hate relationship between variability and robustness in embryogenesis.

And now, it's published in Science! I am so proud 🥳

https://www.science.org/doi/10.1126/science.adh1145

We went through three (3!) rounds of revisions. Although we did not change a comma in the abstract, the revisions improved the quality of the work very much (we nearly doubled the sample size and added an entire figure).

#variability #robustness #embryology #morphogenesis #mouse

#statstab #190 Sensitivity analysis {konfound} {EValue}

Thoughts: "robustness of inference to replacement statistic (RIR) and the impact threshold for a confounding variable (ITCV)". Not my 🍵 but may be useful.

#robustness #r #sensitivity #diagnostics

https://www.erikreinbergs.com/sensitivity-analysis/

In October, the ELLIS #PhD application portal will open again for young researchers from around the world! Wondering where it could take you? Check out this interview! One of our successful alumni, #ELLISMember Nikola Konstantinov, now leads the #MachineLearning group at INSAIT in Bulgaria, where his research focuses on key areas such as #robustness, #fairness, and the societal impact of #AI: https://ellis.eu/news/i-am-very-excited-about-the-way-in-which-ellis-provides-a-network-for-scientific-exchange-in-europe

#ResearchCareer #ML #ArtificialIntelligence #JoinELLISforEurope

'Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity', by Laixi Shi, Yuejie Chi.

http://jmlr.org/papers/v25/22-1482.html

#robustness #reinforcement #uncertainty

.@bphmetz explores a #PLOSBiology study which uses in silico rewiring of #GeneticCodes & functional protein data to reveal a positive correlation between #robustness & protein #evolvability. Primer: https://plos.io/3K8lIP0 Paper: https://plos.io/4dXt85p