Introduction

This article synthesizes three interlinked perspectives that illustrate how hybrid AI reshapes medicine, cybersecurity, governance, and discovery. The narrative brings together a Hacker News curated book list about applying disease modeling to cybersecurity, a multidisciplinary August 2023 International Journal of Information Management opinion collection on generative AI with emphasis on ChatGPT, and UC San Diego Health examples of interpretable AI in radiology and multiomics. Keywords woven throughout include ai governance, hybrid collaboration, interpretable ai, radiology, health informatics, bridge2ai, multiomics, bias, transparency, explainability, data provenance, accountability, policy, education, workforce, risk management, clinical decision support, machine learning, data drift, patient safety, and biomedical engineering.

Introduction

The cybersecurity landscape has undergone significant changes, with cybercriminals increasingly leveraging Generative AI to carry out sophisticated attacks that traditional security systems struggle to detect. This shift has resulted in substantial financial losses and a critical need for organizations to enhance their defenses.

Introduction

A set of critical vulnerabilities in NVIDIA's Triton Inference Server has been exposed, posing a significant risk to AI servers. These vulnerabilities could allow unauthenticated attackers to execute code remotely, potentially leading to severe consequences for organizations utilizing Triton for AI and machine learning applications.