Vimal Rughani

When two government-commissioned reports from the same global consulting network face scrutiny over fabricated citations, false references, and AI-assisted inaccuracies, the conversation must move beyond “AI hallucinations.” It becomes a conversation about governance, accountability, and public trust. In 2025, Deloitte faced two high-profile controversies involving reports prepared for government entities in Australia and Canada. These incidents are not simply isolated mistakes. Together,...

Stanford Institute for Human-Centered Artificial Intelligence (HAI) publishes the AI Index Report, one of the most comprehensive assessments of the global state of Artificial Intelligence. The Stanford AI Index 2026 brings together data from academia, industry, governments, and independent research organizations to provide a fact-based view of how AI is evolving across the world. Rather than focusing on a single technology or model, the report examines the broader AI ecosystem and tracks key...

Generative AI is moving from experimentation to core business operations. AI copilots are writing code, reviewing contracts, analyzing financial data, automating customer support, and even making operational decisions. But while most organizations are racing to adopt AI, many are deploying it without fully understanding the new security risks that come with Large Language Models (LLMs). Traditional cybersecurity frameworks were never designed for AI systems that can reason, generate content,...