This practical tutorial demonstrates how to build and accelerate machine learning workflows using NVIDIA cuML and RAPIDS. It covers GPU environment setup,…
Category: AI
DCO: Dynamic Cache Orchestration for LLM Accelerators through Predictive Management
arXiv:2512.07312v2 Announce Type: replace-cross Abstract: The rapid adoption of large language models (LLMs) is pushing AI accelerators toward…
Generative AI performance in core undergraduate mathematics: a curriculum-level case study
arXiv:2509.13359v4 Announce Type: replace-cross Abstract: Generative artificial intelligence (GenAI) tools such as OpenAI’s ChatGPT are transforming the…
CHRONOBERG: Capturing Language Evolution and Temporal Awareness in Foundation Models
arXiv:2509.22360v2 Announce Type: replace-cross Abstract: Large language models (LLMs) excel at operating at scale by leveraging social media and various…
Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge
arXiv:2510.04772v3 Announce Type: replace-cross Abstract: Developing generalizable surgical AI requires multi-institutional data, yet privacy constraints…
On the Societal Impact of Machine Learning
arXiv:2510.23693v2 Announce Type: replace-cross Abstract: This PhD thesis investigates the societal impact of machine learning (ML). ML increasingly…
From Spaghetti Code to Clean Python: A Beginner’s Guide
Learn how to refactor messy Python code into clean, maintainable functions.
Evidence for Limited Metacognition in LLMs
arXiv:2509.21545v3 Announce Type: replace-cross Abstract: The possibility of LLM self-awareness and even sentience is gaining increasing public attention…
Spectral Masking and Interpolation Attack (SMIA): A Black-box Adversarial Attack against Voice Authentication and Anti-Spoofing Systems
arXiv:2509.07677v5 Announce Type: replace-cross Abstract: Voice Authentication Systems (VAS) use unique vocal characteristics for verification. They are…
A Survey of Threats Against Voice Authentication and Anti-Spoofing Systems
arXiv:2508.16843v5 Announce Type: replace-cross Abstract: Voice authentication has undergone significant changes from traditional systems that relied on…