2025

Primo Research Assistant

Primo Research Assistant, from Clarivate, takes natural-language questions and answers them from the library’s own holdings: it pinpoints five articles, distils their abstracts into an overview with in-line references, and lists the sources beneath for verification and further…

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ProRata Ads

ProRata Ads is an ad network built on LLM agents that places ads inside AI search results and digital media. Instead of matching on keywords, it reads the whole creative brief and matches ads to the meaning of…

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ProRata.ai

ProRata.ai is an attribution platform for the generative AI era: it analyses AI outputs, identifies the original sources, and calculates proportional payment for the creators — the same company whose ad product appears under Advertising.

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pure.science

pure.science, led by CEO Adam Hyde (of Book Sprints / Coko) and CCO Laura Harvey, offers no-code workflows for publishing and research: orchestrating systems, automating decisions and deploying AI agents for accessibility checks, citation validation, research discovery and…

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q.e.d

q.e.d, from QEDScience.com, is Oded Rechavi’s answer to reimagining peer review with AI: an online reviewer built by scientists from AI, engineering and biology backgrounds that gives authors constructive feedback. The name is from quod erat demonstrandum —…

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RAG Evaluation Framework

Silverchair and OpenSource Connections co-designed an evaluation pipeline for benchmarking Retrieval-Augmented Generation (RAG) architectures on real publisher content. Built with Python, LlamaIndex, RAGAS and LangSmith, it generates question-context-answer triplets, runs RAG models, and scores outputs on faithfulness, answer…

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Refine

Refine offers deep, substantive feedback for academic and technical authors — targeting the logic, internal structure and consistency of a manuscript, distinct from grammar tools, compliance checkers and peer-review simulators.Notes & quotesH/T Aaron Tay.

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ReviewerThree

ReviewerThree assists reviewers and editors with manuscript screening: summarising key arguments and weaknesses, identifying methodological gaps, automated ethical compliance checks, consistency scoring and writing tips.

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ReviewerZero

ReviewerZero detects integrity issues before publication: image duplication, statistical inconsistencies, missing citations and figure accessibility problems, serving publishers, researchers, institutions and reviewers.

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