GPU Scarcity Is Driving AI Infrastructure Overprovisioning | TFiR
GPU scarcity is driving AI infrastructure overprovisioning. Dirk Alshuth of emma explains how professional services match ...
The AI Market Looks Nothing Like the Narrative: Runpod CTO Brennen Smith on What’s Actually Running in Production | TFiR
Runpod CTO Brennen Smith breaks down the company's 2026 State of AI Report — covering open-source model ...
The AI Network Wall: Why You’re Wasting Billions on Idle GPUs | Drew Perkins & Omar Hassen, Eridu | TFiR
AI data centers are burning through billions in GPU investments, but legacy networking is throttling performance. Eridu ...
AI Infrastructure Lock-In: Why PyTorch is the Only Abstraction Layer That Matters | Mark Collier | TFiR
Enterprise AI infrastructure faces a fragmentation crisis as hardware and software evolve simultaneously at unprecedented speed. Mark ...
How vCluster Turns 20% GPU Utilization Into 80% Through Multi-Tenancy | Simone Morellato
Simone Morellato of vCluster reveals how multi-tenancy transforms GPU sharing, enabling organizations to jump from 20% to ...
Why vCluster Was Already Ready for GPU Workloads | Simone Morellato
vCluster didn't redesign for AI workloads. Simone Morellato reveals how the platform's foundational multi-tenancy architecture made GPU ...