6 predictions for securing the new AI economy for 2026

Palo Alto Networks 2026 predictions: cybersecurity enters the era of “defensive transformation” amid escalating AI identity threats and data poisoning.
Filtered data prevents AI from dangerous tasks

Researchers from the University of Oxford, EleutherAI, and the UK AI Safety Institute have announced a major breakthrough in protecting open-weight language models. By filtering out potentially harmful knowledge during training, researchers were able to build models that resist subsequent malicious updates.
F5 Combats “Shadow AI”

F5, a global leader in application delivery and security, has announced new AI-powered capabilities for its security platform. These updates are designed to provide organizations with advanced tools to ensure sensitive data security and manage AI-enhanced applications, including preventing data leakage and defending against unauthorized AI use.
Google’s automated bug hunter discovers 20 vulnerabilities

Google’s AI-powered bug hunter has announced its first batch of discoveries: 20 security vulnerabilities in popular open-source software. This milestone shows that these tools are beginning to deliver real results, even if they still require human oversight.
7 security risks you need to know when using artificial intelligence at work

Artificial intelligence is a powerful tool for increasing productivity, but it comes with security risks that must be understood. Discover the top 7 security risks when using artificial intelligence in the workplace and how to avoid them.
Uncovering hidden goals: the revolution of AI auditing tools

Researchers at Anthropic have stunned the world with a new experiment showing the ability of “deep model auditing” tools to uncover hidden motivations in artificial intelligence networks. Why is this a major breakthrough, and what does it mean for the future of digital security?