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 ...
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.
Why Mobile Observability Fails at Scale and How Edge Telemetry Fixes It | Peter Morelli, bitdrift | TFiR
Peter Morelli, CEO of bitdrift, explains why server-side observability architectures fail on mobile, how on-device ring buffers ...
Gremlin Reliability Scores Now Live Inside Dynatrace: What SRE Teams Need to Know | TFiR
Kolton Andrus of Gremlin and Philippe Deblois of Dynatrace explain how reliability scores and resilience testing ...
Ubiquitous AI Requires Distributed Infrastructure | Dr. Robert Blumofe, Akamai | TFiR
Akamai CTO Dr. Robert Blumofe explains why centralized AI data centers fail as inference displaces training as ...
AI Agent Latency Compounds on Every Loop: The Case for Distributed Inference | Jon Alexander, Akamai | TFiR
Jon Alexander of Akamai explains why centralized cloud compounds latency across agentic AI inference loops, why physical ...
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 ...
How to Make Enterprise Data Searchable for AI Agents | Michel Tricot, Airbyte | TFiR
Michel Tricot, Founder and CEO at Airbyte, explains why searchability now outranks storage format as the critical ...
Data Maturity Is the Real Bottleneck for Enterprise AI Agents | Mario Moscatiello, Airbyte | TFiR
Mario Moscatiello of Airbyte explains why missing data connectivity, not model quality, causes AI agents to hallucinate ...
Open Frameworks for AI Token Visibility, Governance, and ROI | Mike Fuller, Tokenomics Foundation | TFiR
Mike Fuller, Tokenomics Foundation, explains how to connect AI token spend to business outcomes, pair billing data ...
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 ...