Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Cosine Similarity Is Math, Not Magic

Cosine similarity is pure math. No magic. No understanding. Once you accept that, a lot of the confusion goes away. We talk to a lot of customers, and even seasoned engineers, who treat cosine similarity like magic that solves everything. Engineers talk about embeddings like they are definitive. Product teams trust similarity scores like they are facts. Vendors sell “semantic understanding” like the model actually understands. Truth is, it does not.

AI Agent Governance Part 2 - What Good Looks Like: Governing AI Agents in Practice

If AI agents are becoming organizational actors, then governance needs to move beyond principles and into operational structure. In Camille Stewart Gloster’s upcoming book The Insider You Build, she explains that governance is not defined by policies or structures, but by whether it can actually influence system behavior at runtime. In an agentic environment, governance only exists where it can shape, constrain, and intervene in decisions as they happen.

What is AI Usage Control?

AI usage control is the security and governance framework that enterprises use to monitor, regulate, and secure how employees interact with artificial intelligence tools. As Generative AI becomes deeply embedded in everyday workflows, organizations face a high-stakes balancing act: capturing massive productivity gains while preventing catastrophic data leaks, compliance violations, and intellectual property exposure.

Why a Credentialing Specialist Is Essential for Healthcare Operations

Every day a provider is not credentialed is a day they may not be able to see patients, bill payers, or generate revenue. For healthcare organizations, credentialing delays affect far more than paperwork. They impact onboarding timelines, payer reimbursement, compliance readiness, provider schedules, and operational continuity across the business. A missing document or delayed approval can slow down provider start dates, interrupt billing, and create avoidable administrative pressure for teams already balancing complex healthcare workflows.

Exposure Management Explained: How to Go Beyond Vulnerability Scanning

Vulnerability scanning gives security teams a starting point, but it has never been the whole picture. Scan results capture known CVEs across applications and systems, yet they say nothing about whether a given weakness is actually reachable, whether the controls around it are functioning correctly, or whether the people with access to it represent a meaningful risk. Exposure management addresses all of that.

15 Risky Cloud Misconfigurations and How To Mitigate Them

When people start driving, one of the first things they learn is how to set the rear-view and side-view mirrors. Whether driving locally or on the highway, these mirror configurations reduce accident risk because they improve the driver’s visibility into the cars behind and around them. In the cloud, various technical configurations act similarly.