How Digital Science uses AI-related technologies

How does Digital Science use AI? We ask ChatGPT

The year 2023 will forever be remembered as the year that AI finally broke into the mainstream. But in the research ecosystem, what do we mean by AI and how is it already being used? Simon Linacre does what everyone has been doing and asks AI itself for some answers

Anyone would be forgiven for thinking that artificial intelligence (AI) had only just been invented given the huge interest that has suddenly been generated in it in 2023. However, AI actually has a long history, being first conceived of in the 1950s and gradually becoming a reality in the decades after. Nevertheless, a real step forward has been made with Generative AI, which can create seemingly flawless text or images in just seconds. But is it really that new?

Writing these words on a Google Doc, I have already accepted one or two suggestions from the predictive text function, itself a form of AI. When you realize that the words you have chosen have not 100% been your own, you can see how lines have started to blur with the more advanced Generative AI’s capabilities. However, caution must still be used as AI is more than capable of getting things wrong – just read Digital Science’s post on ‘The Lone Banana Problem’. Moreover, a lack of context or key detail can lead to misrepresentation or redundancy in the content being created.

Digital Science and AI

Digital Science has been using AI and related technologies such as Machine Learning (ML) and Natural Language Processing (NLP) for several years now – indeed, Dimensions has had https://www.dimensions.ai as its URL since its launch in 2018 – and it has become a trusted partner for hundreds of organizations that depend on its AI expertise. These are the ways Digital Science and its portfolio companies uses AI-related technologies in 2023:

Document classification
Researcher Disambiguation
Research Integrity Trust Markers

Image classification to decide whether an image shows a chemical compound
Entity recognition to decide whether a term describes a chemical compound

Sentiment Analysis for Mentions
Article Recommendation Engine

Knowledge Graph and graph-based reasoning

Core writing assistance offering is AI-based
AI detection

Ask ChatGPT

The information above is correct because, well, I work at Digital Science and I know it to be true… “Digital Science, as a company that provides scientific software and research solutions, utilizes AI in various ways…