Research & Innovation

USA: SEC Publishes 2025 Small Business Capital Formation Staff Report Washington, D.C. — The U.S. Securities and Exchange Commission released a staff report to Congress on Jan. 8, 2026 that…

Global: Latent Bridge Models Achieve Record-Setting Audio Super-Resolution up to 192 kHzA team of researchers has introduced a new audio super-resolution system that leverages latent bridge models (LBMs) to upscale low‑resolution…

Global: Neurosymbolic Association Rule Mining from Tabular DataResearchers Erkan Karabulut, Paul Groth, and Victoria Degeler introduced Aerial+, a neurosymbolic association rule mining (ARM) technique, in a paper submitted on April…

Global: New PyTorch Framework TabMixNN Merges Mixed-Effects Modeling with Deep Learning for Tabular DataA team of researchers announced the release of TabMixNN, a PyTorch‑based framework that combines classical mixed‑effects modeling…

Global: Probabilistic Invariance Enables Real-Time Long-Term Safety for Stochastic SystemsResearchers have unveiled a new framework that promises to secure stochastic systems over extended horizons while meeting the speed requirements of…

Global: Survey Maps Graph Neural Network Approaches for Detecting Ride‑Hailing FraudA team of six researchers from Sri Lanka released a comprehensive survey on December 29, 2025, examining how graph neural…

Global: New Federated Multi-Task Clustering Framework Enhances Decentralized Spectral ClusteringBackgroundA research team posted a paper on arXiv in December 2025 introducing Federated Multi-Task Clustering (FMTC), a framework designed to bring…

Global: Efficient and Risk-Aware Ensemble Reinforcement Learning for Crypto Futures A new reinforcement‑learning framework targeting cryptocurrency futures markets was introduced by a research team, according to an arXiv preprint posted…

Global: Physics-Inspired Graph Classifier Achieves High ImageNet Accuracy with Reduced ComputationA recent arXiv preprint (arXiv:2508.18717) introduces a physics‑inspired graph‑based classification pipeline that compresses MobileNetV2 feature vectors while delivering competitive top‑1…

Global: New Trust-Region Algorithm Enhances Safety in Reinforcement LearningA novel reinforcement learning (RL) algorithm named Safety-Biased Trust Region Policy Optimisation (SB-TRPO) was introduced in a paper submitted on 29 Dec…