Insights

Perspectives on engineering intelligent systems — from technical architectures to governance frameworks.

Featured June 2023

Engineering AI Observability

Modern AI systems require new approaches to monitoring that go beyond traditional metrics. We examine the architectural patterns and tooling needed for production-grade observability.

AI Engineering Observability Monitoring
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Latest Perspectives

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GPU Infrastructure
May 2023

Optimizing GPU Cloud Costs

Practical strategies for reducing cloud GPU spend while maintaining performance for AI workloads.

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AI Governance
April 2023

AI Procurement Best Practices

How government agencies can structure AI acquisitions to ensure technical and ethical requirements are met.

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AI Testing
March 2023

Red Teaming AI Systems

Our framework for adversarial testing of production AI systems to uncover vulnerabilities.

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AI Strategy
February 2023

Technical Debt in AI Systems

Identifying and addressing technical debt patterns unique to machine learning systems.

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Kubernetes
January 2023

Kubernetes for AI Workloads

Architecture patterns and operational considerations for running GPU workloads at scale.

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AI Policy
December 2022

AI Governance Frameworks

Comparing technical implementations of emerging AI governance requirements.

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