All use cases

SDG Classifier Demonstrator

A lightweight tool from the STM Association that matches publisher content to the UN Sustainable Development Goals. It runs text against two independently developed sets of Boolean queries from bibliometrics companies, built on specific SDG targets rather than…

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SDGenie

SDGenie (beta) is a free experimental tool from CABI that matches research text, such as abstracts, to the UN Sustainable Development Goals at the level of the 169 individual targets rather than the 17 headline goals. Released as…

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Semantic Reader

Semantic Reader, from Semantic Scholar (Allen Institute for AI), augments scientific PDFs: in-line citation cards with TLDR summaries, AI-generated highlights labelled Goal, Method and Result, and citations personalised against the user’s own library.

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ShelfImage

Upload a photo of your bookshelf (or Kindle library) and the AI tells you what kind of person you are, then recommends more books. A side project by Mark Riley, and openly labelled as such.

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Silverchair AI Lab

The Silverchair AI Lab is a sandbox where publishers experiment with AI models and use cases — adjusting models, retrieval strategies and response settings to see what actually works before committing.

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Sleuth AI

Signals’ Sleuth AI plugs into editorial workflows and automatically extracts and flags conflict-of-interest, funding and ethics statements, pinpointing anything unusual. It also surfaces questionable references and runs exploratory analysis to catch irrelevant or AI-generated content.

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