HackerOne Introduces a Framework to Protect Good-Faith AI Research
Independent security research has long helped identify weaknesses in software before they cause widespread harm. But as artificial intelligence systems grow more complex and influential, the legal environment surrounding AI research has become increasingly uncertain. A new voluntary framework released by HackerOne seeks to address that uncertainty by defining what constitutes good-faith AI research and […]
AI Risk Assessment vs. Privacy Impact Assessment
There are some essential distinctions compliance leaders must drill down on that didn’t even exist a decade ago. Starting with AI Risk assessments as a growing requirement with the sprotuing of new AI laws and regulations that are literally changing each month. Those who have dealt with PIA’s previously will find this a bit easier […]
The Convergence of Data Privacy, Cybersecurity, and Incident Response
The convergence of data privacy, cybersecurity, and incident response has evolved from a nice-to-have collaboration into an unbreakable alliance. Think of it like a high-stakes orchestra: privacy sets the score (what data can be collected, processed, and shared), cybersecurity builds the fortified stage and soundproof walls (protecting against unauthorized access and manipulation), and incident response […]
Artificial Intelligence Beyond “Normal Technology”:
Risk, Governance, and the Reconfiguration of Socio-Technical Power I. Introduction: Why “Normal Technology” Is an Incomplete Frame Recent scholarship has sought to demystify artificial intelligence (AI) by framing it as “normal technology”—a continuation of historical patterns of technological development rather than a civilizational rupture. This reframing performs an important corrective function. It counters exaggerated claims […]
How the Legal Basis for AI Training Is Framed in Data Protection Guidelines: A Multi-Jurisdictional Doctrinal Analysis
I. The rapid expansion of artificial intelligence (AI) systems trained on vast quantities of personal data has placed unprecedented strain on the legal foundations of data protection law. While much scholarly and regulatory attention has focused on issues of transparency, accountability, and downstream harms, a more foundational question remains insufficiently resolved: on what lawful basis […]
Ofcom Investigates AI Companion Chatbot Service Under UK Online Safety Rules
Ofcom has opened a formal investigation into an AI companion chatbot service operated by Novi Ltd, signaling that the UK’s Online Safety Act regime has moved decisively into active enforcement against AI-driven products. The regulator’s focus is whether the service has implemented highly effective age assurance measures to prevent children from accessing pornographic or otherwise […]
Gartner Predicts Half of All Companies Will Distrust Their Own Data by 2028
Gartner’s latest prediction points to a looming crisis in data reliability as AI-generated content takes over Gartner just dropped a prediction that’s hard to ignore: by 2028, half of all organizations will treat their data with full zero-trust suspicion. The reason? The flood of AI-generated content that’s already mixing into everything we read, analyze, and […]
Israel Releases Groundbreaking Guide on Privacy-Enhancing Technologies for AI
In late 2025, Israel’s Privacy Protection Authority (PPA) issued a new, comprehensive guide designed to help organizations build artificial intelligence systems that safeguard personal data through Privacy-Enhancing Technologies (PETs). The document, which reflects a maturing regulatory framework, aims to operationalize privacy protection throughout the AI lifecycle — from data preparation and model training to inference […]
Governments Move to Criminalize Nonconsensual Deepfakes as Pressure Mounts on Generative AI Platforms
The global response to nonconsensual sexually explicit deepfakes has entered a new phase, especially after we broke the news about Grok’s deepfake privacy issues. What began as scattered enforcement actions and platform policy debates is increasingly crystallizing into criminal prohibitions, accelerated regulatory powers, and coordinated international scrutiny — all aimed at one rapidly expanding harm: […]
Job Seekers Versus the Algorithm: The Lawsuit That Could Force Open the Black Box of AI Hiring
For millions of job seekers, the modern hiring process feels less like a conversation and more like a silent verdict. Applications are submitted, résumés uploaded, cover letters carefully crafted — and then nothing. No feedback. No explanation. No indication that a human ever reviewed the application at all. What many applicants do not realize is […]
