arXiv:2506.13160v2 Announce Type: replace-cross Abstract: Deep neural networks (DNNs) rely heavily on high-quality open-source datasets (e.g., ImageNet)…
Category: AI
Why Falling AI Prices Aren’t Lowering Enterprise AI Bills
Much of the conversation around enterprise AI economics has focused on a single metric, namely, the rapidly declining cost of LLM inference. Corporate…
Amulet: a Python Library for Assessing Interactions Among ML Defenses and Risks
arXiv:2509.12386v3 Announce Type: replace-cross Abstract: Machine learning (ML) models are susceptible to various risks to security, privacy, and…
The UK’s Cyber Paradox: Better Prepared, Yet More Heavily Targeted
The UK cybersecurity landscape now finds itself in crossroads: British organizations are now more structurally prepared than ever – with robust backup…
Learning Intrinsic Water-Quality Dynamics with Rainfall for Data-Driven Forecasting
arXiv:2508.08279v2 Announce Type: replace-cross Abstract: Rainfall is an important environmental driver of water-quality variations through processes such…
SG-Blend: Learning an Interpolation Between Improved Swish and GELU for Robust Neural Representations
arXiv:2505.23942v2 Announce Type: replace-cross Abstract: Prevailing activation functions such as Swish and GELU tend toward domain-specific optima, Swish…
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis
arXiv:2506.00849v2 Announce Type: replace-cross Abstract: Despite the empirical success of Diffusion Models (DMs) and Variational Autoencoders (VAEs),…
ExpTest: Loss-Curve Hypothesis Testing for Autonomous Learning-Rate Selection in Deep Neural Networks
arXiv:2411.16975v2 Announce Type: replace-cross Abstract: Hyperparameter tuning remains a significant challenge in the training of deep neural networks…
No Screening is More Efficient with Multiple Objects
arXiv:2408.10077v4 Announce Type: replace-cross Abstract: We study the welfare-maximizing allocation of heterogeneous objects when screening uses costly…
Hyundai Motor Group Puts Data Flywheel Into Full Operation
Hyundai Motor Group said in a September 13, 2026, announcement that it has put its Data Flywheel into full operation, detailing a dual-track autonomous…