EpiGuard: An Autonomous Infectious-Disease Early Warning Agent Platform

cs.AI

Submitted: 2026-10-14

Updated: 2026-10-14

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Chronos-2: From Univariate to Universal Forecasting
• An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
• A decoder-only foundation model for time-series forecasting
• Toto 2.0: Time Series Forecasting Enters the Scaling Era
• Moirai 2.0: When Less Is More for Time Series Forecasting
• Sundial: A Family of Highly Capable Time Series Foundation Models
• A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
• Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
• TimeSeriesScientist: A General-Purpose AI Agent for Time Series Analysis

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems