Research & Innovation

Global: Hypothesis-Driven Language Agent Enhances Diagnostic Accuracy in Abdominal Disease Evaluation Innovative AI Approach A new artificial intelligence system named LA‑CDM (Learning‑augmented Clinical Decision‑Making) was introduced to assist physicians in…

Global: New Hermes Framework Enhances Stock Forecasting by Leveraging Industry CorrelationsResearchers have introduced the Hermes framework, a hypergraph‑based model designed to improve stock time‑series forecasting by more fully exploiting correlations…

Global: Self-Explanation Policy Optimization Improves RL Reasoning Researchers at HumainLab have presented a new framework called Self‑Explanation Policy Optimization (ExPO) that aims to improve reinforcement‑learning (RL) post‑training for complex reasoning…

Global: New Spherical Neural Operator Framework Enhances Modeling of Complex SystemsResearchers have introduced a generalized spherical neural operator, termed Green’s-function Spherical Neural Operator (GSNO), in a recent preprint posted to…

Global: Asymptotic Framework Sharpens Shuffle Differential Privacy Guarantees A team of computer scientists has introduced an asymptotic framework that more precisely quantifies the privacy amplification achieved by shuffling in distributed…

Global: Petra: Encrypted Redacted SBOM Exchange SystemA team of researchers has introduced Petra, a software bill of materials (SBOM) exchange system that uses selective encryption to allow vendors to share…

Global: Study Links k‑XOR and Tensor PCA via Average‑Case ReductionsResearchers Guy Bresler and Alina Harbuzova submitted a paper on 26 January 2026 that proposes new average‑case reductions connecting the noisy…

Global: Study Reveals Backdoor Vulnerabilities in Federated Prompt Learning and Proposes SABRE-FL DefenseA team of researchers announced in June 2025 the first systematic analysis of backdoor attacks targeting federated prompt…

Global: ARMA‑Transformer Framework Boosts Detection and Localization of Grid False Data Injection AttacksResearchers at an unnamed institution have introduced a joint detection and localization system for false data injection attacks…

Global: Researchers Outline Actor Reputation Metrics for Open-Source Software Supply ChainsA research team led by Kelechi G. Kalu and co‑authors published a paper on Jan. 27, 2026 that proposes a…