The Journal
Essays
Long-form writing on AI, philosophy, psychology, and systems thinking.
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Designing Systems That Are Auditable by Default
Organizations that build auditability into architecture from day one spend 62% less on compliance remediation. Auditability is an architectural primitive like logging or authentication.
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The Philosophy of Maintenance: Why Boring Work Matters Most
Maintenance accounts for 60-80% of engineering effort but receives minimal cultural prestige. Care ethics and Stoic philosophy reveal that boring maintenance work is the foundation of everything else.
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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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When an Agent Lies: AI Hallucination as Ethical Engineering Problem
In a medical information agent, 4.2% of responses contained fabricated information. At 8,000 daily queries, that is 336 potentially harmful outputs per day. Hallucination in high-stakes contexts is an ethical failure.
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Kuhn’s Paradigm Shifts in Programming Language Adoption
Programming paradigms behave like scientific paradigms. OOP dominated for 25 years. Functional programming is steadily replacing it. Language wars are paradigm conflicts, not technical debates.
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Responsible AI Is a Cross-Functional Process
Implementing responsible AI as a cross-functional process reduced bias incidents by 48% and shifted detection from 6 weeks post-deployment to 3 days pre-deployment.
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Epistemic Humility as Engineering Competency
Epistemic humility is accurate assessment of what you know and do not know. In engineering, that honesty produces systems that work in the real world.
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Design Decisions as Moral Choices: Winner Was Right
Every architecture decision embeds ethical commitments. Langdon Winner argued artifacts have politics. The question is whether the architect is conscious of it.
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The Ethics of AI Art Is a Labor Economics Problem
An estimated 26% of commercial illustration work has been displaced by AI image generation since 2023, with losses concentrated among early-career artists. This is a labor economics problem, not a copyright debate.
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Deadlines Are Communication Tools, Not Motivation Tools
Deadlines used as coordination tools had a 78% on-time completion rate, while deadlines used as motivation tools had a 23% on-time rate across 18 projects.