The Hidden AI Infrastructure Costs Beyond Compute Pricing | Ari Weil, Akamai | TFiR
Ari Weil of Akamai breaks down what technology leaders miss when managing AI costs, covering data egress ...
How to Measure the Unit Economics of AI Inference | Ari Weil, Akamai | TFiR
Ari Weil, VP Product Marketing at Akamai, explains how to use real user monitoring, FinOps tooling, and ...
How to Decide Where AI Inference Should Run: Edge vs. Centralized | Ari Weil, Akamai | TFiR
Ari Weil of Akamai breaks down which AI inference workloads require edge distribution, which do not, and ...
Edge AI Inference: The Last-Mile Problem Centralized Clouds Cannot Solve | Ari Weil, Akamai | TFiR
Ari Weil of Akamai explains why centralized GPU clusters cannot meet the latency demands of fraud detection, ...
Fine-Tuned vs. Frontier Models: What Really Drives AI Cost | Ari Weil, Akamai | TFiR
Ari Weil of Akamai breaks down why copying AI models to solve latency silently inflates infrastructure cost, ...
AI Infrastructure Cost Modeling: What Architects Miss Before Production | Ari Weil, Akamai | TFiR
Ari Weil of Akamai explains how physical inference location, cross-zone transfer fees, and internet egress charges at ...
Token Pricing Hides the Real Cost of Running AI in Production | Ari Weil, Akamai | TFiR
Ari Weil of Akamai explains why AI inference, not training, is the cost that compounds in production ...
Building AI Governance Across Distributed Enterprise AI | Ari Weil, Akamai | TFiR
Ari Weil of Akamai breaks down why AI governance for distributed inference must be situational, how compliance ...
Distributed Cloud vs. Centralized Cloud for AI Inference | Ari Weil, Akamai | TFiR
Ari Weil of Akamai breaks down why centralized cloud deployments fail under production AI inference load, how ...
The Hidden Drivers of AI Inference Costs and How to Architect for Cost Control | Ari Weil, Akamai | TFiR
AI inference costs spiral in production through egress fees and cross-zone charges. Ari Weil, VP Product Marketing ...