The Mathematics Search Engine

1+ hour, 21+ min ago  (643+ words) In this tutorial, we implement SHAP workflows as a practical framework for interpreting machine learning models beyond basic feature-importance plots. We start by training tree-based models and then compare different SHAP explainers, including Tree, Exact, Permutation, and Kernel methods, to…...

10+ hour, 35+ min ago  (432+ words) Under the updated guidelines, if moderators find "incontrovertible evidence" that authors did not verify the output of large language models (LLMs) before submission, the paper will be rejected and the authors face a one-year suspension from posting on Ar Xiv. After…...

44+ min ago  (166+ words) Marcus on AI | Substack The illusion of Generative AI, the insanity of massive bets on hyperscaling, and the case for world models and neurosymbolic AI Three excellent new interviews Fabulous deep dive with Brian Greene / The World Science Festival: Excellent…...

1+ day, 22+ hour ago  (152+ words) " Published as Git Hub Pages A growing collection of story-style explanations of Apache Spark internals. Each story focuses on one concept or subsystem and explains it as a narrative'what problem it solves, how it works, and how the pieces fit…...

1+ hour, 56+ min ago  (624+ words) As the volume of scientific research continues to grow at record speed, researchers are struggling to keep up. Systematic reviews and meta-analyses, which combine evidence from many studies to guide policymaking and scientific understanding, can take more than a year…...

2+ hour, 6+ min ago  (179+ words) Harcourt Butler Technical university (HBTU Kanpur) is planning a major academic upgrade by introducing new-age courses in Artificial Intelligence (AI), Machine Learning (ML), and Forensic-related specializations from the upcoming academic sessions. This move is aimed at aligning the university with modern…...

1+ mon, 2+ week ago  (444+ words) Every day, on his personal Facebook page, teacher Phan Duy Nghia quietly posts a short story about him and his grandchild learning math, with a simple belief: "Learning math is really fun."...

3+ hour, 8+ min ago  (1151+ words) Article author and source: AI New Era In December 2024, Meta research scientist and University of Geneva professor Fran'ois Fleuret pronounced death upon mathematics, with a three-year reprieve: Recently, Fields Medalist Timothy Gowers used GPT-5. 5 Pro to independently complete a mathematical…...

1+ week, 2+ day ago  (435+ words) Artificial intelligence played a decisive and expanding role in the Israel'Iran war, reshaping air operations, target selection, and missile defence performance. The war marked one of the most intensive real-world deployments of military AI systems to date, with both offensive…...

4+ hour, 18+ min ago  (78+ words) Job postings for forward-deployed engineers have surged by 729% in a year, with salaries touching INR 1. 7 crore. These specialists embed within client firms to integrate custom AI tools. High demand from Open AI, Google, and Mc Kinsey highlights a rare tech…...