Statistical Metaphysics
A philosophical position that treats statistical entities (averages, probabilities, distributions, correlations) as fundamental features of reality, rather than as human‑made summaries. Statistical metaphysics assumes that what is real is what can be measured and aggregated, and that individual cases are merely noise around the true statistical signal. It leads to treating people as data points, social outcomes as “variance explained,” and ethics as risk calculation. Statistical metaphysics is the unexamined ontology behind many data‑driven practices.
Example: “The policy was based on average outcomes, ignoring that no real individual fit the average. Statistical metaphysics: mistaking the map for the territory.”
Data Metaphysics
A philosophical stance that treats data as direct windows into reality, rather than as constructed representations. Data metaphysics assumes that more data leads to more truth, that data can speak for themselves, and that algorithms can mine objective patterns. It ignores the layers of interpretation, cleaning, and selection that turn raw observations into “data.” Data metaphysics is the hidden philosophy of big data and AI, often denied but operationally powerful.
Example: “He believed that his social media dataset ‘captured human behaviour’ without realising it was already filtered by platform design and user self‑presentation. Data metaphysics: data as transparent mirror.”
Data Metaphysics
A philosophical stance that treats data as direct windows into reality, rather than as constructed representations. Data metaphysics assumes that more data leads to more truth, that data can speak for themselves, and that algorithms can mine objective patterns. It ignores the layers of interpretation, cleaning, and selection that turn raw observations into “data.” Data metaphysics is the hidden philosophy of big data and AI, often denied but operationally powerful.
Example: “He believed that his social media dataset ‘captured human behaviour’ without realising it was already filtered by platform design and user self‑presentation. Data metaphysics: data as transparent mirror.”
Statistical Metaphysics by Abzugal May 22, 2026
