Paul Bryant

NewsBreak

AI Does Not Have a Mindset: What Repetition Actually Changes in an AI System

By: Paul Bryant

AI systems can appear to learn when their behavior changes, but that phrase hides several very different mechanisms. Training and fine-tuning can alter mod

NewsBreak

Bayesian Inference and Predictive Processing: Why AI Needs Evidence

By: Paul Bryant

Bayesian inference in AI provides a formal way to update probabilities when evidence changes. Predictive processing offers a related framework for understa

Gaming Age

NEOGEO AES+ gets a big bump to the end of 2027

By: Paul Bryant

excitedly covered back in April of this year , the NEOGEO AES+ retro-console was set to release soemtime before the end of the year.

Gaming Age

Nintendo eShop Update – Valheim, Mewgenics, AKIBA LOST, HOT WHEELS Infinite Rush, Another Eden Begins

By: Paul Bryant

Check out the plethora of new eShop titles launching for Nintendo Switch platforms this week and/or coming soon!

NewsBreak

Hybrid Platform Dependency Mapping: Build the Service Map Before the Incident

By: Paul Bryant

Hybrid platform dependency mapping should explain what a business service needs to run, restart, change, and recover. An inventory tells you which resource

NewsBreak

Infrastructure Change Evidence: What to Capture Before, During, and After a Change Window

By: Paul Bryant

Infrastructure change evidence should establish what was approved, what existed before execution, what actually happened, and whether the resulting service

NewsBreak

AI Reward Design: Stop Optimizing the Wrong Outcome

By: Paul Bryant

AI reward design starts with the outcome the organization needs, not the metric that is easiest to collect. Separate mandatory permissions, verified result

NewsBreak

Operating Kubernetes as a Platform Product: SLOs, Upgrade Gates, Capacity, and Recovery

By: Paul Bryant

Kubernetes becomes a platform product when application teams can depend on a defined service, not simply access a cluster. That requires supported workload

NewsBreak

Recovering Identity Before Workloads: Active Directory, Entra, Certificates, and Privileged Access

By: Paul Bryant

Identity disaster recovery should restore trusted access before dependent workloads return to service. Start by distinguishing an outage from a compromise,

NewsBreak

AI Generalization: Did Your Model Learn the Right Pattern?

By: Paul Bryant

AI generalization is not demonstrated by reproducing familiar answers on unfamiliar ticket numbers. A useful model should preserve its recommendation when