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8 July 2024

Turing completeness in AI (Glossary)

Artificial intelligence Automation Digital transformation AI Glossary

The term "Turing completeness" comes from the world of artificial intelligence, automation and digital transformation. It describes how powerful or versatile a computer programme or programming language is.

If something is Turing-complete, this means that given enough time and memory, it can perform any computable task as long as there are clear rules. In other words, there are no limits to what can be calculated as long as the basic framework is correct.

A simple example: Imagine a modern chess programme. It can not only calculate moves, but would - in principle - also be able to write a poem or carry out a financial analysis as long as it is given the necessary instructions. The "construction kit" with which the programme works is so powerful that theoretically any task can be solved.

Turing completeness is crucial in artificial intelligence, as it is the only way to automate complex processes or creative decisions. Turing completeness in AI therefore means that a technology can react more flexibly to new tasks and solve a wide range of problems.

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Sanjay Sauldie

Sanjay Sauldie is a digital strategist, speaker and developer of the transruption toolkit, which companies can use to make their digital transformation measurable, human and sustainable. With kiROI - the AI-based approach to value creation in the digital age - he helps self-employed people and companies to integrate artificial intelligence into their processes in a practical way. With his outstanding marketing strategy iROI, he has already led countless companies to greater visibility and thus more profits. He combines digital innovation with disruptive thinking models for a sustainable business strategy. He studied mathematics and computer science at the University of Cologne, completed a Master of Science in Digital Disruption at the University of Salford (UK) and a Design Thinking programme at MIT/EMERITUS Singapore. As a multiple award-winning expert - including the Golden Web Award and the Innovation Award of the Initiative Mittelstand - he advises SMEs and corporations. His motto: "Digitalisation is not an end in itself - it must serve people."

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