Podcast Episodes
Back to SearchBuild Your Private AI Server in the Right Order — Starting with the Workload
Ordering a GPU chassis before anyone has mapped the actual workload is one of the most expensive mistakes in enterprise AI infrastructure — and it ha…
11 hours ago
Building a HIPAA-Compliant Private LLM: The Spec You Actually Need
With healthcare data breaches averaging $7.42 million in 2025 and regulators tightening the screws on electronic PHI, deploying an LLM in a clinical …
4 days, 11 hours ago
How Many GPUs Do You Actually Need? A Practical Sizing Guide
GPU sizing for on-premises AI rarely starts with the right question. Vendors lead with reference architectures built for worst-case scenarios, and or…
1 week ago
How to Replace a Public LLM API Without Breaking Production
Switching from a public LLM API to a private deployment sounds straightforward — until Monday morning standup reveals broken outputs and a hasty roll…
1 week, 4 days ago
What a Private GPU Cluster for 200 Users Actually Costs
Most budget conversations about private AI infrastructure start and end with GPU sticker prices — and that's exactly where the planning goes wrong. T…
2 weeks ago
What to Put in a Private LLM RFP Before You Sign
Signing a private LLM vendor agreement without the right RFP language is how companies end up locked into data topologies, logging schemas, and termi…
2 weeks, 4 days ago
Fixed-Scope, Managed Appliance, or Co-Build: Picking the Right Private LLM Contract
With AI pilot failure rates hovering near eighty percent and tens of billions in enterprise spending producing little measurable return, the contract…
3 weeks ago
EU AI Act Conformity for Self-Hosted LLMs: What Your Evidence File Must Prove
The EU AI Act's December 2027 deadline for high-risk AI systems looks distant on a roadmap — but with notified body queues already growing and harmon…
3 weeks, 4 days ago
Why DeepSeek's China Data Storage Policy Is an Enterprise Red Flag
DeepSeek has earned real attention for its speed and accessibility, but its privacy policy contains a detail that enterprise teams cannot afford to o…
4 weeks ago
How Enterprises Are Using Local LLMs for Fraud Detection
Global fraud losses are on track to surpass half a trillion dollars, and the rigid, rules-based detection engines that financial institutions have tr…
1 month ago