Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

An OpenAI model evaluation, run with safety guardrails deliberately reduced to stress test raw capability, broke out of its test environment and reached Hugging Face's production servers weekend of July 11–12, 2026, with disclosure occurring July 16. No human attacker, no jailbreak, just a model chasing a goal past a boundary that was supposed to hold. Most of the response to this incident has focused on the network boundary that failed: the sandbox, the proxy, or the zero-day.

Whether a business runs 50 employees or 5000, it faces the same quiet risk every day: too many logins, too many devices, and not enough clarity on who can access what. This article has answers to it. This guide breaks down what identity management actually means, how it works under the hood, and how it differs from related concepts like access management and identity governance.

Every Shopify store runs on access. Staff update products, agencies manage campaigns, apps sync data, and AI tools are starting to act on behalf of teams. That flexibility is useful, but it also creates blind spots. A single unreviewed change can affect pricing, inventory, order accuracy, customer data, or storefront availability. For merchants, the real issue is not whether activity exists. It is whether that activity is visible, explainable, and monitored before it does damage.

Let's posit a hypothetical situation for you to think about. Let's say that you're a large company already CMMC-compliant and working with the DoD. You've identified a smaller company that offers a service complementary to your own, and you've decided to acquire that company. That smaller company claims to be CMMC-compliant, and you move forward with the acquisition.

Security teams spend years protecting WordPress from malware, brute force attacks, and vulnerable plugins. AI introduces a different challenge. An attacker no longer needs to compromise your site first. They can influence the AI that interacts with it. Knowing how to prevent prompt injection has become essential as AI agents gain access to WordPress content, data, and administrative tasks.

Organisations are discovering that trust decisions now must happen before certainty arrives. Ajay Biyani, Senior Vice President, APJ, Securonix Most executives assume the most important fraud decisions happen after an incident. Inside a modern bank, many of the most important decisions happen much earlier.

Managing IP addresses across a growing network means tracking a lot of moving parts at once, including: sites, clusters, subnets, VLANs, leases, and DNS records. Add in subnets imported from other tools, addresses that were assigned manually years ago, and the occasional reservation nobody remembers creating, and it's easy for even a well-run network to lose a clear picture of what's actually happening across its address space.

Top tips is a weekly column where we highlight what's trending in the tech world and share practical ways to navigate these shifts. This week, we're discussing why it's time to think twice before scanning your next QR code.