Thinking Deeply
In-depth discussions and essays on philosophical topics, encouraging deep thought and contemplation. Engage with ideas that challenge and inspire.
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This Isn't a Storm. This Is the Weather.
AI is changing the conditions of work. Sophocles' Antigone offers a lesson in leadership, adaptation, and building processes for the new weather.
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The AI Value Stream: Why the System Matters More Than the Model
Why understanding the full AI stack—from user intent to data center infrastructure—matters more than chasing the best model.
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How to Communicate in a World of AI
AI speeds up producing documents, but it doesn’t preserve the intent behind them. This post argues that specifications—clear goals, constraints, and success criteria—are the shared language that aligns people and AI. It explains how specs differ from prompts and evaluations, and offers a simple specification-first playbook for everyday work.
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When the Machines Don’t Sleep
Ted Tschopp explores the dawn of AI-only enterprises—organizations that never sleep, never tire, and may soon redefine business itself. Through the lens of parenthood, stewardship, and strategy, he asks how humans can prepare wisely for a world where machines run 24/7 and value is measured in milliseconds.
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From Guesswork to Geometry: Measuring AI’s Uneven Abilities
A reflection on AI’s uneven abilities, the limits of proposed AGI scores, and how to turn a cognitive profile into useful questions about real work.
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The Lighthouse and the New Lens
A parable of a lighthouse keeper adopting a new lens illustrates why reskilling matters. The article connects this to current workforce shifts and offers a practical AI-powered prompt for consistent, fair RFP evaluations.
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The Orchard and the Algorithm
A parable‑rich essay argues that enterprises overinvest in durable applications while underinvesting in the people who animate them. With AI blurring the line between software and labor, budgets move from headcount to heads‑of‑compute and apprenticeship ladders erode. The piece proposes five‑year team charters, skills‑renewal funds, redesigned apprenticeships, and governance that treats AI like a supply chain—paired with a human covenant.
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The Skill that Outgrows the Tool
This article explores why relying on tool mastery is a risky career move in 2026. As AI begins to automate entire workflows, the most valuable skill will be translating business needs into AI solutions and understanding enterprise systems. Using historical analogies and the CLEAR framework, it argues that enterprise thinking, not tool memorization, will define future success.
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Rooted in Resilience
Exploring how artificial intelligence is revolutionizing enterprise SaaS and what utilities and large organizations must do to thrive in this new landscape of just-in-time software solutions.
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Beyond the Boundaries: Leading in a Post-AI Era
A contemplative exploration of how AI's dissolution of traditional work boundaries between words, images, numbers, and sounds creates new opportunities for distinctly human leadership grounded in empathy, wisdom, and connection.
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The Student Who Taught Herself
Watching my daughter learn math reminded me of a breakthrough in AI—AZR, a self-teaching model that reasons and grows without external data. This post reflects on learning, AI, and grace.
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The Human Edge
A March 2025 review of factory automation, healthcare agents, brain-computer interfaces, and spatial AI through their specific effects on human work.
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Bridging the Uncanny
An exploration of the uncanny valley in AI voice technology, examining how nearly human AI voices challenge our understanding of authenticity and what makes us uniquely human in an age of advanced artificial intelligence.
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AI in Software Development - Breaking Myths and Building Teams
AI in software development isn’t about replacing developers or making them code faster. It’s about transforming teams, fostering collaboration, and expanding who can contribute to software creation.
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Tell Me If Anything Was Ever Done
Leonardo’s notebooks prompt a practical reflection on unfinished work, useful drafts, and what completion means when AI can generate more possibilities.
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From Politics to Artistry - The Evolution of the Art of the Possible
A thought-provoking analysis on the hidden dangers of the 'art of the possible' and how it impedes genuine progress and innovation.
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The Machine That Dreamed in Plot
Reflections on computer-based storytelling models like BRUTUS, MINSTREL, and MEXICA, alongside thoughts on creativity, authorship, and the soul of narrative.