A Built From Experience investigative series
Living Well in an Algorithmic World
Living well today means understanding more than your own habits. It also means understanding the systems designed to influence what you see, what you buy, how long you stay engaged, and what captures your attention.
The Built From Experience Investigative Series examines the algorithms behind major digital platforms and the ways recommendation systems, ranking models, engagement loops, and automated decision-making can shape behavior, attention, work, spending, and emotional well-being.
These reports are not about rejecting technology. They are about awareness, digital autonomy, and making more intentional choices in environments increasingly shaped by algorithms.
Because protecting your peace also means understanding what is competing for it.
What the reports examine
Attention
How ranking models and engagement loops decide what reaches you, how long you stay, and what quietly falls out of view.
Behavior
The nudges, defaults, and scoring systems that shape ordinary choices before you consciously make them.
Economics
Pricing, incentives, and platform visibility — how the numbers behind the interface affect what you pay and what you earn.
Well-being
The emotional cost of living inside systems built to optimize for something other than your peace.
Platforms covered
Each platform affects attention, behavior, economics, visibility, and decision making in different ways. The reports look at each one on its own terms.
Digital autonomy is part of living well
The books and resources here deal with the inner work. The reports deal with the environment that work happens in.