John WalpoleAI systems engineering & reliability

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Explore the ideas behind the work: reliability tradeoffs, AI architecture, operational trust, workflow design, and synthetic incident analysis.

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Operational AI and the Importance of Trust

Much of the discussion around artificial intelligence focuses on model size, benchmark scores, reasoning capabilities, and rapid feature development.

Type
Writing
Last updated
2026-06-04
ai-systemsreliabilitygovernanceobservabilityoperations

The Ethics of AI: Code, Control, and Consequence

As artificial intelligence becomes increasingly integrated into software development, operations, infrastructure, and business processes, ethical considerations become difficult to ignore.

Type
Writing
Last updated
2026-06-06
aiethicsgovernancetrustengineering