The Algorithm Is Now a Formative Institution
Recommendation systems do not only distribute content. At scale, they teach people what to notice, imitate, desire, and believe.
Articles
Articles for a free people in the age of AI
A civic briefing room for foundations, context, consequences, what we protect, and action.
Entry-Level Work Is the On-Ramp. AI Is Closing It.
If junior tasks disappear, so does the pathway by which people become senior, skilled, trusted, and economically independent.
Helpful Technology Should Give People More Agency, Not Less
The simplest test for aligned technology is whether the user leaves with more ability to choose, act, and understand.
Technologist Duty of Care
A product-manager playbook for building technology that protects liberty, strengthens agency, and refuses captive interfaces.
Understanding Algorithms
A policy framework for recommender systems: disclose the objective, return control to users, and make duty of care enforceable.
Chronology
A single path through the full article library, from foundations to action.
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Our Condition Today: Why People Feel Less Free
The quiet civic feeling that ordinary choice has less force than it used to.
The Three Liberties at Risk
Economic liberty, information liberty, and inner liberty.
Technology Is Neutral. Products Are Not.
A product is code plus defaults, incentives, and a theory of the user.
What Machines Cannot Replace
The human ground to protect is embodiment, relationship, judgment, and meaning.
When Technology Stops Complementing People
What happens when tools begin to substitute the person.
This Is Not Just Another Technology Wave
AI may not give institutions the same grace of time.
The Institutions Were Built to Catch Up. AI May Not Wait.
Exponential technology punishes reactive habits.
The Attention Economy Became the Intelligence Economy
Attention capture becomes intelligence at scale.
Wealth Is Concentrating Around the New Infrastructure of Intelligence
A market story and a power story.
Machine Intelligence Crossed a Psychological Line
Machine capability crossed into territory once assumed uniquely human.
Screen Time Is the Wrong Debate
The real question is who directs attention while people are there.
Children Are Being Formed by Systems That Do Not Know Them
Powerful systems shape children without relationship or responsibility.
The Algorithm Is Now a Formative Institution
Recommendation systems teach people what to notice, imitate, desire, and believe.
The Mental Health Signal Parents Cannot Ignore
Adolescent anxiety and depression rose as smartphone platforms became childhood infrastructure.
Entry-Level Work Is the On-Ramp. AI Is Closing It.
If junior tasks disappear, so does the pathway to responsibility.
Abundance Is Not the Same as Fruitfulness
A society can become richer while becoming less whole.
The First Casualties Are Patience and Self-Control
Engagement systems weaken the virtues that help people stop.
The Word We Lost: Humility
Humility matters when human power is being amplified.
Self-Government Starts Before Politics
A people who cannot govern appetite and attention will struggle to govern a republic.
Helpful Technology Should Give People More Agency, Not Less
The user should leave with more ability to choose, act, and understand.
The Application Layer Is Where the Moral Choice Happens
The application decides whether capability becomes extraction or genuine help.
The Greed Model vs. The Generosity Model
The same technology can extract from people or genuinely help them.
Make the Framework Visible, Not the Machine Moral
Users need to see and choose the frameworks shaping outputs.
Ethics Has to Move From Slogans to Mechanisms
Moral claims must become incentives, defaults, standards, and enforcement.
Technologist Duty of Care
A product-manager playbook for technology that protects liberty.
For Parents: Form the Child, Don't Just Police the Phone
The goal is a stronger child, formed by people and practices that love them.
For Builders: Refuse Addictive Design
Product choices are not morally empty.
For Investors: Capital Is Product Design at a Distance
Capital shapes timelines, incentives, governance, and products.
For Churches and Civic Institutions: Recover Formation
The AI moment is also a formation crisis.
For Policymakers: Protect Choice, Not Just Privacy
The deeper issue is agency: understand, refuse, appeal, and control.
Understanding Algorithms: What Recommender Systems Are, Whom They Serve, and How We Can Align Them
Disclosure, user control, and duty of care for recommender systems.