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Caught in the data network

Ines Balcik
16.05.2025

Looking back as a compass for the future

While artificial intelligence and quantum computers are redefining our idea of technological possibilities and realities on a daily basis, we also like to take a look back at the history of science here on the blog. It is not uncommon for new perspectives to emerge when principles and approaches in long-past innovations sometimes show astonishing cross-connections to today's challenges of data collection and data processing. The history of technology is full of such moments of rediscovery - ideas that were ahead of their time and now appear in a new light.

A particularly fascinating example of this timeless relevance of ancient engineering is the Antikythera mechanism. This unusual artifact from the first century BC challenges our ideas about the technical capabilities of the ancient world. The mechanism, which is still enigmatic because it has only been preserved in fragments, offers astonishing insights into the roots of mechanical computing and even into the highly topical basic principles of information processing.

Recovered from the seabed

In 1901, sponge divers discovered a shipwreck from the first century BC off the Greek island of Antikythera. Among statues, coins and other artifacts, they found a corroded lump of bronze, which at first seemed less than spectacular. Only gradually did researchers realize the true significance of this find: According to current knowledge, it is a highly complex mechanical device that could perform astronomical calculations of astonishing precision. The find is therefore often referred to as the first analog computer in human history.

Mankind's first analog computer

Due to the uniqueness of the device on the one hand and the poor condition in which it was recovered from the seabed on the other, it is understandable that the significance of the find was difficult to grasp. Over time, new methods of investigation were developed, but parts were also lost or destroyed. Researchers now believe that the mechanism consisted of almost 40 bronze gears of different sizes, which were housed in a casing about the size of a shoe box. By turning a crank, the positions of the sun, moon and planets could be calculated for any point in time. The device predicted solar and lunar eclipses, calculated the dates of the Olympic Games and could even display the elliptical orbit of the moon with an accuracy that was theorized by Hipparchus in the 2nd century BC.

Mechanical data processing: principles for the future

In addition to the historical significance of the Antikythera mechanism, the fundamental principles of information processing that it exhibits are impressive. These principles are similar to concepts that are also central to modern data processing.

Parallel processing: Different combinations of gears enabled the simultaneous calculation of different processes by mechanical means. While one gear train calculated the position of the sun, others determined the phases of the moon or planetary positions in parallel. Today, this principle of parallel processing is a cornerstone of modern processor architectures and high-performance computers.

Specialized processing units: Different groups of wheels were optimized for specific computational tasks - a concept that finds its equivalent in today's specialized processors such as GPUs for graphics calculations or TPUs for machine learning. Ancient engineers apparently recognized that different tasks required different mechanical “hardware”.

Input, processing, output: The classic three-step data processing was already fully implemented. Input was provided by the crank, processing by the gear train, output by the various displays on the front and back of the device.

Lessons learned: What modern computer science can learn from ancient mechanics

The Antikythera mechanism thus offers astonishing insights into current challenges in data processing. And this at a time when the limits of digital miniaturization are being reached and alternative computing paradigms are gaining in importance.

Robustness through mechanical redundancy: The ancient device survived more or less over 2000 years under water - an indication of the longevity of mechanical systems. At a time when the short lifespan of electronic devices and the susceptibility of digital systems to electromagnetic interference are increasing, robust, physical computing approaches are receiving new attention. Mechanical computers may once again become more relevant in extreme environments - from the deep sea to outer space - where electronic systems fail.

Analog computing for special applications: While digital technology has dominated in recent decades, analog computing concepts are experiencing a renaissance. Neuromorphic chips that mimic the human brain and quantum-analog computers use continuous values instead of discrete bits. The Antikythera mechanism shows how elegant analog solutions can perform complex calculations with minimal “hardware”.

Energy efficiency through passive mechanics: The ancient device required only the energy of manual crank turns to perform complex calculations. At a time of growing concern about the enormous energy consumption of data centers and AI systems, the development of energy-efficient mechanical or hybrid-mechanical computing systems should become more interesting.

Rebirth of ancient principles

In fact, there are concrete applications inspired by the principles of the Antikythera mechanism. Researchers at MIT are developing mechanical logic gates made of 3D-printed materials that can perform Boolean operations without electronics. These mechanical computers could be used in environments where electronic systems are at risk from radiation, extreme temperatures or electromagnetic fields.

In robotics, “passive dynamic” systems that realize complex movements through clever mechanical designs instead of complex control electronics are gaining in importance. These approaches reflect the elegance of the ancient mechanism, which represented complex astronomical relationships through purely mechanical translations.

There are also surprising parallels in quantum computing: Quantum computers use physical properties of particles for calculations - a principle that is closer to the mechanical approach of the Antikythera mechanism than the abstract symbol processing of digital computers.

The timelessness of good ideas

The Antikythera mechanism teaches us that innovative solutions can be timeless. The basic principles of efficient information processing - parallelization, specialization, robustness and energy efficiency - are not tied to a specific technology, but are universal challenges that each generation of engineers must reinterpret.

Especially now that the limits of conventional digital technology are becoming visible and new paradigms such as quantum computing, neuromorphic chips and bio-inspired systems are emerging, it is worth taking a look back at the mechanical roots of the art of computing. Sometimes the solution to tomorrow's challenges lies in the rediscovered principles of yesterday.

The ancient engineers of Antikythera proved that extraordinary technical achievements require one thing above all: the creative application of fundamental principles. This insight could also be groundbreaking for the future of the data world - a future in which mechanical, digital and quantum approaches do not compete but complement each other to solve the complex challenges of our networked world.

Further information:

When visiting Athens, be sure to stop by the National Archaeological Museum, where the Antikythera finds are on display with lots of information and a reconstruction model. It's well worth a visit!

Read more (in German):

Der Mechanismus von Antikythera

Die Wiege der künstlichen Intelligenz stand im antiken Griechenland

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