AI licensing, infrastructure and adoption

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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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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ReviewBench

ReviewBench is an open-source, venue-agnostic framework comparing human and AI reviews across structure, alignment with a paper’s major claims, impact, and critique category — benchmarking infrastructure for the AI peer review wave.Notes & quotesPreprint: https://www.biorxiv.org/content/10.64898/2026.04.17.719279v1.full

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SAFI (Safe AI for IET)

SAFI (Safe AI for IET) is the IET’s content chatbot running on an internally hosted LLM — the notable part being what it isn’t: a third-party cloud model with the IET’s content passing through it. Presented by David…

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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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TollBit

TollBit is a two-sided marketplace between publishers and AI companies: publishers monitor and monetise AI bot traffic, AI companies license verified content at market rates — without the long, human-intensive bespoke deal process.

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