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29 May 2025

Joint training for multimodal AI (Glossary)

Artificial intelligence Automation Digital transformation AI Glossary

The term "joint training for multimodal AI" belongs primarily to the categories of artificial intelligence, automation and digital transformation. This involves artificial intelligence not only processing one type of data such as text, images or sounds, but also learning and linking different types of information simultaneously.

Imagine you want to develop an AI that helps doctors make diagnoses. During joint training for multimodal AI, the system simultaneously learns from X-ray images (pictures), patient reports (texts) and heartbeat recordings (sounds). This enables it to recognise correlations that a person alone might overlook.

This joint training makes AIs more flexible and efficient because they can learn from different sources and make better decisions. For example, chatbots are created that not only describe a product, but also understand images and explanatory videos and combine them appropriately.

The aim is to develop more versatile and intelligent tools that offer real added value for companies. Joint training for multimodal AI is therefore an important trend in the development of modern, smart solutions.

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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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