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21 December 2024

Large context window for LLMs (glossary)

Artificial intelligence Automation Big data and smart data Digital transformation AI Glossary

The term "large context windows for LLMs" originates from the fields of artificial intelligence, digital transformation, big data and smart data. It describes an important characteristic of large language models (LLMs) such as ChatGPT or other AI applications.

A context window indicates how much text an AI model can view and process at once in order to generate meaningful answers. The larger this window is, the more information from the previous conversation or section of text the AI can absorb - similar to a human reading an entire chapter and not just a paragraph. In the past, LLMs could only remember a few sentences. Today, large context windows are possible: for example, the AI can analyse entire emails, contracts or several pages of text and talk about them without losing track.

An example: An HR department would like to have a long chat with an AI. Thanks to large context windows, the AI "knows" what has already been asked throughout the conversation and does not give duplicate answers. This makes communication smarter and more efficient.

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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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