Tootfinder

A new Artificial Analysis benchmark, focusing on OpenAI's gpt-oss-120b, shows how open-weight LLMs exhibit inconsistent performance across hosting providers (Simon Willison/Simon Willison's Weblog)
https://simonwillison.net/2025/Aug/15/inconsistent-performance/…

Open weight LLMs exhibit inconsistent performance across providers
Artificial Analysis published a new benchmark the other day, this time focusing on how an individual model—OpenAI’s gpt-oss-120b—performs across different hosted providers. The results showed some surprising differences. Here’s the …

A meta-analysis on the performance of machine-learning based language models for sentiment analysis
Elena Rohde, Jonas Klingwort, Christian Borgs
https://arxiv.org/abs/2509.09728

A meta-analysis on the performance of machine-learning based language models for sentiment analysis
This paper presents a meta-analysis evaluating ML performance in sentiment analysis for Twitter data. The study aims to estimate the average performance, assess heterogeneity between and within studies, and analyze how study characteristics influence model performance. Using PRISMA guidelines, we searched academic databases and selected 195 trials from 20 studies with 12 study features. Overall accuracy, the most reported performance metric, was analyzed using double arcsine transformation and …

That Backyard Property Podcast
Great Australian Pods Podcast Directory: #GreatAusPods

Baldy's Breakdowns: Giants Edition | Marcus Mbow Performance vs. Dallas https://www.giants.com/video/baldy-s-breakdowns-giants-edition-marcus-mbow-performance-vs-dallas

Property prediction for ionic liquids without prior structural knowledge using limited experimental data: A data-driven neural recommender system leveraging transfer learning
Sahil Sethi, Kai Sundmacher, Caroline Ganzer
https://arxiv.org/abs/2509.10273

Property prediction for ionic liquids without prior structural knowledge using limited experimental data: A data-driven neural recommender system leveraging transfer learning
Ionic liquids (ILs) have emerged as versatile replacements for traditional solvents because their physicochemical properties can be precisely tailored to various applications. However, accurately predicting key thermophysical properties remains challenging due to the vast chemical design space and the limited availability of experimental data. In this study, we present a data-driven transfer learning framework that leverages a neural recommender system (NRS) to enable reliable property predicti…

Ax-Prover: A Deep Reasoning Agentic Framework for Theorem Proving in Mathematics and Quantum Physics
Marco Del Tredici, Jacob McCarran, Benjamin Breen, Javier Aspuru Mijares, Weichen Winston Yin, Jacob M. Taylor, Frank Koppens, Dirk Englund
https://arxiv.org/abs/2510.12787

Ax-Prover: A Deep Reasoning Agentic Framework for Theorem Proving in Mathematics and Quantum Physics
We present Ax-Prover, a multi-agent system for automated theorem proving in Lean that can solve problems across diverse scientific domains and operate either autonomously or collaboratively with human experts. To achieve this, Ax-Prover approaches scientific problem solving through formal proof generation, a process that demands both creative reasoning and strict syntactic rigor. Ax-Prover meets this challenge by equipping Large Language Models (LLMs), which provide knowledge and reasoning, wit…

Plagued by Parts Shortage and EV Demand Uncertainty, GM Prepares for Layoffs
https://gizmodo.com/gm-prepares-for-layoffs-2000658946

Lara Trump Offers Herself Up to Perform at MAGA Super Bowl Halftime Show (Cameron Adams/The Daily Beast)
https://www.thedailybeast.com/lara-trump-offers-herself-up-to-perform-at-tpusa-halftime-show/
http://www.memeorandum.com/251016/p19#a251016p19

Internal memo: Meta plans to assess employees on their "AI-driven impact", which will be a "core expectation" of their performance from 2026 (Jyoti Mann/Business Insider)
https://www.businessinsider.com/meta-ai-employee-performance-rev…

Meta is about to start grading workers on their AI skills
Meta employee performance will be assessed by AI-driven impact starting in 2026, as the company prioritizes AI adoption across its workforce.

NJ Rep. LaMonica McIver Prepares to Hoist Todd Blanche with His Own Petard - emptywheel
https://www.emptywheel.net/2025/08/16/lamonica-mciver-prepares-to-hoist-todd-blanche-with-his-own-petard/