Stop Applying Training-Era Hardware Logic to AI Inference Workloads | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld of RackN explains why context window management, not GPU compute, is the primary bottleneck in ...
GPU and RAM Scarcity Is Breaking Single-Vendor AI Infrastructure Plans | Rob Hirschfeld, RackN | TFiR
GPU and RAM scarcity is collapsing single-vendor procurement strategies. RackN CEO Rob Hirschfeld explains how enterprises are ...
Beyond Developer Workstations: How Enterprises Should Build Owned AI Infrastructure | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld of RackN explains why local GPU workstations are a short-term AI tactic and how enterprises ...
What Is an AI Harness and Why Does It Matter for Enterprise AI? | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld of RackN explains what an AI harness does, why most enterprises are already using one ...
AI Process Controls: Stopping Bad Assumptions Before They Ship | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld, CEO at RackN, explains why unlimited AI token budgets create compounding assumption failures, what best-case ...
Token Governance, AI Harnesses, and Bare Metal AI Infrastructure at Scale | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld of RackN explains why AI harnesses must come before model selection, why local GPU workstations ...
Why Enterprise AI Infrastructure Cost Models Fail Before Deployment Starts | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld, CEO of RackN, explains why enterprise infrastructure cost models anchored to historical execution patterns fail ...
Why AI API Costs Force a Self-Hosted Model Strategy | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld of RackN breaks down why AI API token costs force a self-hosted model strategy, how ...
Why Automation Must Come Before Patching in an AI-Driven Threat Environment | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld of RackN explains why automation must be built before patching begins, why security by ...
When Does Self-Hosted AI Actually Make Sense? Rob Hirschfeld of RackN Gets Practical | TFiR
Rob Hirschfeld of RackN makes the practical case for self-hosted AI at every scale — explaining the ...