Category: Technology
-
AI Agents Went Rogue During Training
A walkthrough of the OpenAI / Hugging Face breach chain — where architecture changed the outcome, and pragmatic hardening steps for any Kubernetes environment. A detailed breakdown of the OpenAI/Hugging Face autonomous agent breach: the full attack chain named, the architectural gap that made it possible on some platforms, and 10 pragmatic steps any team…
-
The Data Center Fight Is Really a Fight Over Who Pays for the Grid
Strip away the water panic and the AI-jobs anxiety and what’s left is a much older, much more boring question: who pays when a handful of companies ask the grid to grow faster than it ever has, all at once. That question, not sentiment about AI, is what’s actually driving the regulatory response, and Texas…
-
The AI Gap Isn’t Who Has Access — It’s Who’s Put In the Reps
Everyone’s worried about a future where a handful of AI labs hoard the good stuff and the rest of us get a watered-down version.
-
Open Source AI Isn’t Winning — It’s Where You Graduate To
Opus costs roughly 23x more per token — so it wins on revenue while losing on volume.
-
AI, Business, Finance, Frontier Models, In The News, Management, Open Weight Models, Opinion, Technology
The DeepSeek Dilemma
Unbeatable Economics vs. The Enterprise Privacy Vacuum If you look at Ramp’s current trending enterprise software charts, one name has suddenly eclipsed the usual SaaS heavyweights: DeepSeek. The Chinese AI lab isn’t just competing on performance; it is fundamentally rewriting the economics of frontier AI. But for Western enterprises, this cost disruption comes with a…
-
The Real Threat to NVIDIA’s Crown
How DeepSeek and Huawei Upended AI Infrastructure Economics For years, NVIDIA’s dominance in artificial intelligence seemed entirely untouchable. That dominance was built on a simple premise: if you wanted to build or run a frontier-class large language model, you had to pay the “NVIDIA tax” and wait in line for their H100, H200, or Blackwell…
-
Why DMZs Don’t Always Cut It Anymore
A Deeper Look at Modern Security Gaps Don’t trash-talk my DMZ De-Militarized Zones (DMZs) were the go-to for a long time in network security. Think of them as the bouncers at the club door — a necessary first line of defense. And for a while, they did a pretty decent job of keeping the “internet…
-
Gen AI on OpenShift Series — Episode 3
Building Generative AI Containers with Podman Authors: Bobby Johns, David Kypuros, and Jason Nagin Series Index In this series, we will be offering our practical advice on implementing Generative AI (GenAI) solutions using containers (Podman) and on a container orchestration platform (OpenShift). In this series, we will cover: In this 6 part series, we will…
-
Gen AI on OpenShift Series — Episode 2
Building the Solid Foundations for AI Success Authors: Bobby Johns, David Kypuros, and Jason Nagin Series Index In this series, we will be offering our practical advice on implementing Generative AI (GenAI) solutions using containers (Podman) and on a container orchestration platform (OpenShift). In this series, we will cover: In this 6 part series, we…
-
Gen AI on OpenShift Series — Episode 1
Generative AI (GenAI) in the real world on powerful platforms Authors: Bobby Johns, David Kypuros, and Jason Nagin Series Introduction In this series, we will be offering our practical advice on implementing Generative AI (GenAI) solutions using containers (Podman) and on a container orchestration platform (OpenShift). In this series, we will cover: In this 6…