Cultural path
Modern technologies did not exist in antiquity, but procedure, calculation, classification, inference and automation have a much longer history.
RPA, machine learning and artificial intelligence did not exist in antiquity. The examples on this page are antecedents and conceptual analogies: procedures, classifications, automata and human-designed calculating devices.
Timeline
Book VII of the Elements describes a procedure for finding the greatest common divisor through defined and repeatable steps.
Modern connection: a precise, finite and repeatable procedure is the basis of an algorithm.
Source: Euclid, Elements, Book VII — Perseus ↗The procedure identifies prime numbers by progressively eliminating those that do not satisfy the condition.
Modern connection: filtering invalid cases resembles workflow rules, filters and checks.
Source: MacTutor, History of prime numbers ↗Aristotelian logic organises forms of inference; the Categories provides a structure for distinguishing general kinds of beings and predication.
Modern connection: classifying concepts, representing rules and separating premises from conclusions.
Does correctly applying a rule amount to understanding?
Source: Stanford Encyclopedia of Philosophy, Aristotle’s Logic ↗A complex geared device represented calendrical and astronomical information and performed calculations relating to celestial cycles.
Modern connection: a model of the world can be embedded in a device that transforms initial settings into a calculated result.
It did not learn from data and was not artificial intelligence: it executed relationships designed by people.
Source: Nature Astronomy, Our current knowledge of the Antikythera Mechanism ↗The Automata describes mechanical devices capable of executing sequences designed in advance, including mobile automata and theatrical displays.
Modern connection: a prepared sequence is executed automatically in the same order, a useful analogy for automation but not machine learning.
Source: University of Glasgow, critical edition of the Automata ↗Analogies and differences
| Historical idea | Related modern concept | Fundamental difference |
|---|---|---|
| Euclidean procedure | Algorithm | It can now be executed digitally and at scale. |
| Sieve of Eratosthenes | Filter and rule | It can now operate on large data flows. |
| Aristotelian categories | Classification | Machine learning may learn criteria from examples. |
| Syllogism | Rule-based system | Modern AI also includes non-deductive methods. |
| Antikythera | Automated calculation and model | It did not learn or adapt to data. |
| Hero’s automata | Sequential automation | They did not handle digital data or new cases. |
Four philosophical questions
A system may apply a correct procedure without understanding the meaning of its result.
A category supports interpretation but may hide important differences.
A forecast describes a possibility; a decision requires objectives, responsibility and consequences.
People define the problem, choose data, set criteria, interpret exceptions, assess risks and bear responsibility.
Continue the path