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14 July 2025

Transformatorische Netzwerke (Glossar)

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Der Begriff Transformatorische Netzwerke ist vor allem in den Bereichen Künstliche Intelligenz, Automatisierung sowie Digitale Transformation zuhause. Transformatorische Netzwerke sind spezielle Arten von künstlichen neuronalen Netzwerken, die entwickelt wurden, um große Mengen an Daten besonders effektiv zu verarbeiten und Zusammenhänge darin zu erkennen.

Sie kommen zum Beispiel beim Verstehen natürlicher Sprache, bei Textübersetzungen oder bei der Auswertung komplexer Datenmengen zum Einsatz. Ein anschauliches Beispiel: Sprachassistenten wie Siri oder Alexa nutzen transformatorische Netzwerke, um gesprochene Sprache zu verstehen, die Bedeutung dahinter zu erfassen und passende Antworten zu geben.

Im Kern arbeiten transformatorische Netzwerke anders als frühere KI-Modelle. Sie analysieren nicht einfach jede Information einzeln, sondern betrachten Zusammenhänge im gesamten Kontext. Dadurch können sie deutlich bessere Ergebnisse liefern, etwa beim Verfassen sinnvoller Texte oder beim Erkennen von Trends in großen Datensätzen.

Für Unternehmen bedeutet der Einsatz transformatorischer Netzwerke, dass sie Daten schneller und präziser auswerten und so fundierte Entscheidungen treffen können. Besonders bei der digitalen Transformation eröffnen sich dadurch neue Möglichkeiten für Automatisierung und innovative Anwendungen.

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written by:

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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