Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

What an AI Usage Inventory Cannot Tell You

Three reads from surfaces most organizations already own produce a usable AI usage register in a morning. Entitlement, from the identity provider, showing who is licensed for what. Activity, from network or gateway logs, showing who reached which destination and how much. Identity, from the directory, showing who those people are and which scopes they sit in. ‍ The register answers more questions than people expect.

Approved Tools, Unapproved Agents

Approval works at the tool layer and it works well. A platform is assessed, terms are reviewed, a data processing agreement is signed, the tool enters the register, and named identities are entitled to it. Everything about that maps cleanly. ‍ Then somebody uses the approved platform to assemble an agent that acts on their behalf, with its own reach and its own credentials. The approval covered the application.

1.1.1.1 now supports post-quantum DNSSEC, all 2,420 bytes of it

1.1.1.1 now validates DNSSEC signatures made with ML-DSA-44, a post-quantum signature algorithm standardized by the National Institute of Standards and Technology (NIST). This is a first step toward preparing DNSSEC for a future in which today’s signature algorithms are no longer secure. Cloudflare plans to achieve full post-quantum security by 2029. Much of the work so far has focused on TLS, but public-key cryptography is used in many other systems, including DNSSEC.

WebInject: The Web Agent Prompt Injection With No Payload

A browser agent in your cluster opens a supplier portal, screenshots it, and clicks somewhere the task never called for. The page looks exactly like the page the supplier serves, and to the person who checks it later, it still does. The classifier in front of the agent returned nothing, because the instruction that produced the click does not exist.

How Wearable Technology Turns Everyday Movement into Meaningful Data

A walk to the shops rarely feels worth recording. Neither does climbing stairs with laundry or taking a longer route home. Yet these ordinary movements make up part of daily activity. Wearable technology gives those scattered moments a visible record, creating an opportunity to notice routines that memory alone might overlook.

Securing AI API Keys From Development to Production

An AI feature can reach production before anyone has decided who owns its credentials. A developer creates an API key for a prototype, a colleague copies it into a background worker, and a troubleshooting session puts the same value into a support ticket. The application works, but the team can no longer say exactly where its access begins or ends.

Seedance 2.5: AI Video Is Learning to Handle What Happens Between the Shots

Turning a photograph into moving footage has become familiar. The details that make people keep watching usually come from the relationships inside the frame: why a character turns at that moment, why the product appears there, why the music lands on that beat, and how the camera carries the viewer toward what comes next.

uMobix and the Missing Middle: What Happens Between "Everything Is Fine" and a Real Online Problem

Most parenting advice about online safety talks in two modes: everything is fine, or something is seriously wrong. What rarely gets discussed is the long, ambiguous stretch in between, where a little secrecy, an odd new habit, or a slightly different mood doesn't clearly belong to either category. That missing middle is where most real situations actually live, and it's exactly where parents feel least equipped to act, since nothing they've read prepares them for something that isn't clearly one thing or the other.

Posture Management: A Modern Approach to Building Security That Holds

Security posture is one of the most used yet misunderstood concepts in cybersecurity. For some, it means being audit-ready. For others, it’s shorthand for how many tools are deployed across endpoints, identities, and cloud environments. But in practice, posture is something deeper. It’s the ability of your environment to withstand real-world threats, not just meet compliance requirements. Strong posture doesn’t just reflect what’s present.