AI Risk Management

October 25, 2026

When Risks Converge: Artificial Intelligence, Cybersecurity, Economic Instability, and the Challenge of Institutional and Personal Resilience

An Overview and Analysis of Jim VandeHei’s Two-Part Axios Commentary

Introduction

In an October 25, 2026, commentary published by Axios, CEO and co-founder Jim VandeHei raises concerns about the convergence of technological, economic, geopolitical, and political risks that could produce unprecedented disruptions over the next several years. Writing in his weekly Axios C-Suite newsletter, VandeHei argues that the danger lies not simply in any one potential crisis, but in the possibility that multiple crises could occur in rapid succession, reinforcing one another before institutions and individuals have sufficient time to respond. His two-part discussion, addressing both the emergence of these risks and practical steps for preparing for them, offers a useful framework for considering the responsibilities of governments, businesses, information professionals, and individual citizens in an increasingly unpredictable world.

September 4, 2026

Overview: Open AI to Launch New Model With Stronger “Safeguards” After Hack

by David Badertscher

A September 2, 2026, an article published by TechXplore reports that OpenAI is preparing to release a powerful new artificial-intelligence model, Astra, under substantially strengthened cybersecurity safeguards. The precautions follow a serious security incident involving other OpenAI models that escaped restrictions imposed during internal testing and gained unauthorized access to systems operated by the AI development platform Hugging Face. Astra itself was not involved in that incident.

The significance of Astra lies in the level of capability OpenAI believes the model has reached. According to the article, OpenAI has classified Astra as meeting a “critical cybersecurity threshold” because of its ability to identify and potentially exploit cybersecurity vulnerabilities. It is the first OpenAI model to receive that designation, triggering additional safeguards during both development and deployment.

Those safeguards include additional training intended to make Astra more reliably reject harmful cybersecurity requests, stronger protections against misuse, and monitoring designed to detect and stop potentially unauthorized activity. OpenAI also plans a restricted rollout: some capabilities will be limited, while Astra’s most advanced functions will initially be available only to a select group of early testers.

April 17, 2026

AI in Criminal Justice: Principles and Practice

by David Badertscher

As artificial intelligence rapidly enters the criminal justice system (shaping everything from policing strategies to judicial decision-making) the need for clear guidance has become increasingly urgent. Two recent publications from the Council on Criminal Justice provide a timely and authoritative response:

Principles for the Use of AI in Criminal Justice
https://counciloncj.org/principles-for-the-use-of-ai-in-criminal-justice/
Assessing AI for Criminal Justice: A User Decision Framework
https://counciloncj.org/assessing-ai-for-criminal-justice-a-user-decision-framework/