Algorithmic Capture

A bounded framework for examining when adaptive systems begin to direct attention and repeated choice.

A concept from The Maha Principle: Reclaiming Biological Sovereignty by Mayone Maha Rajan.

Algorithmic capture is an author-defined concept in The Maha Principle. It describes a feedback relationship in which a digital system learns from behaviour, selects what appears next, and can gradually narrow the practical range of attention and choice. The term names a governance problem: the person supplies signals while the system controls the adaptation loop.

The feedback loop

The framework separates a single recommendation from capture. A recommendation becomes relevant to the concept only when observation, prediction, selection, and repeated response reinforce one another over time. This makes the object of analysis the relationship between a person and an adaptive environment, not an isolated item of content.

Related concepts

Attentional captivity concerns the loss of sustained attention. Digital sovereignty concerns control over infrastructure and data. Biological sovereignty supplies the normative boundary: the person’s cognitive and metabolic systems are not merely inputs for an optimization process.

Evidence boundary

This page defines the term as the author uses it. It does not establish a clinical disorder, prove that any named platform intentionally manipulates a user, or transfer the framework to a specific product without separate evidence about that product, population, and context.

Frequently Asked Questions

What is algorithmic capture?

In The Maha Principle, algorithmic capture is Mayone Maha Rajan’s term for a condition in which feedback-driven digital systems increasingly shape what a person notices, chooses, and repeats. It is an author-defined analytical frame, not a clinical diagnosis or a claim that every recommendation system produces the same effect.

How is algorithmic capture related to attentional captivity?

Attentional captivity names the narrowing of sustained attention; algorithmic capture is the wider frame that also includes behavioural feedback, dependency, and reduced practical exit options. The relationship is conceptual within The Maha Principle and should not be treated as an independently validated scientific taxonomy.

What does this concept not establish?

The concept does not establish that a particular platform manipulated a particular person, prove intent by a system designer, diagnose addiction, or replace empirical evaluation of a concrete product and user population.

Related Concepts