The Agentic Data Loop: Discover, Read, Write at Scale | Michel Tricot, Airbyte | TFiR
Michel Tricot, Founder and CEO at Airbyte, explains why MCP wrappers fail in production agentic systems, how ...
AI Infrastructure
Artificial intelligence and machine learning discussions with industry leaders and practitioners. Covering AI infrastructure, large language models, GenAI adoption, MLOps, vector databases, AI security, and enterprise AI strategy from executives building real-world AI systems.
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 ...
90% of AI Agent Latency Isn’t the GPU | Jon Alexander, Akamai
Agentic AI loops compound latency exponentially in centralized cloud. Jon Alexander of Akamai explains why distributed inference ...
Why Centralized AI Inference Fails at Scale and How Distributed Edge Infrastructure Fixes It | Dr. Robert Blumofe, Akamai | TFiR
Dr. Robert Blumofe, CTO at Akamai, explains why centralized GPU clusters cannot serve ubiquitous AI agent demand, ...
Why AI Compounds Cloud Cost Problems and How Java Runtime Tuning Fixes It | Peter Maloney, Azul | TFiR
Peter Maloney, CFO and COO at Azul, explains why AI compounds unoptimized cloud costs, why phase one ...
How to Run AWS Locally and Cut Cloud Dev Costs | Waldemar Hummer, LocalStack | TFiR
Waldemar Hummer explains how LocalStack runs the cloud locally, why AWS and Docker are partnering with the ...
Why Agentic AI Demands Security Skills in Every Technical Role, Not Just the Security Team | Clyde Seepersad, Linux Foundation | TFiR
Linux Foundation SVP Clyde Seepersad breaks down why technical hiring is growing at SMBs despite FAANG layoffs, ...
Why AI Coding Agents Fail in Jupyter Notebooks and How Jupyter AI Fixes It | Lahari Chowtorri, Amazon | TFiR
Lahari Chowtorri of Amazon explains why standard AI coding agents break inside Jupyter notebooks, how Jupyter AI ...
How to Route AI Inference Across Latency, Cost, and Model Fit Simultaneously | Ari Weil, Akamai | TFiR
Ari Weil of Akamai explains how the AI grid orchestrator routes inference workloads across five axes including ...
Why AI Inference Costs and Vendor Lock-In Are Now Your Biggest Infrastructure Risk | Swapnil Bhartiya, TFiR
Swapnil Bhartiya breaks down why OpenAI's Jalapeno chip is an infrastructure control story, not a chip story, ...