The Journal
Essays
Long-form writing on AI, philosophy, psychology, and systems thinking.
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Building AI Systems That Fail Gracefully for Everyone
In 5 of 6 AI systems analyzed, degraded performance disproportionately affected already underserved populations. Equitable failure is a design requirement, not an afterthought.
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AI Ethics Requires Diversity in Engineering Teams
Diverse engineering teams caught 41% more ethical issues during design reviews than homogeneous teams. Diversity prevents more ethical failures than governance committees reviewing finished products.
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Ethics of AI in Healthcare Demands Systems Thinking
Model-focused audits miss 58% of ethical risks in clinical AI. Healthcare AI ethics demands systems thinking across EHR integration, clinician workflow, consent infrastructure, and failure cascading.
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State Management Is the Hardest Problem in Distributed Systems
Across 31 distributed system failures investigated, 84% traced to state management decisions: split-brain conditions, stale caches, and concurrent update conflicts. State is where distributed systems break.
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Systems Thinking as a Leadership Operating System
Systems thinking practices reduced cross-departmental escalations by 61%. The shift was seeing feedback loops, not hierarchy.
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The Alignment Tax: What Responsible AI Actually Costs
Responsible AI practices added an average of 23% to total system costs across 4 production deployments. The cost of irresponsible AI averaged 4.7 times higher.
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Streaming Architectures for Teams That Do Not Need Real-Time
Kafka cost $4,200 per month when 94% of consumers queried at hourly or daily granularity. A micro-batch alternative costing $800 per month delivered identical analytical outcomes.
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Data Privacy Is Infrastructure, Not Policy
Replacing policy documents with 6 engineering controls reduced privacy violations by 91% across AI systems processing 2.4 million records monthly. Privacy must be built, not written.
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AI in Education Raises Questions We Are Not Equipped to Answer
AI tutoring systems serve 120 million students, yet ethical questions about pedagogical authority, surveillance of minors, and cognitive formation remain unanswered by any framework.
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On Building Things That Last in a Culture of Disposability
We live in a culture of disposability. The average system is deprecated within 7 years. Wabi-sabi and Stoic durability offer a counter-philosophy: build for endurance, not novelty.