2025

OUP AI Discovery Assistant

The Oxford Academic AI Discovery Assistant is an AI-powered search tool integrated into the Oxford Academic platform. It enhances the research experience by providing intuitive search capabilities, delivering highly relevant results accompanied by AI-generated summaries.

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Paper2Agent

Paper2Agent is an open-source system from researchers at Stanford University, including Jiacheng Miao and James Zou, that turns a research paper and its code into an AI agent. It runs the code’s tutorials and builds a Model Context…

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Pay per Crawl

Cloudflare’s technical framework letting publishers charge AI crawlers for access, built on the HTTP 402 status code. Content owners get a third option beyond allow-or-block: charge. Cloudflare handles payments and authentication, preventing spoofing.

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Preprint Watch

Preprint Watch is an AI-powered platform designed to analyze newly posted scientific preprints in real-time. It classifies research based on its epistemic role—such as reinforcing existing models, indicating anomalies, or proposing paradigm shifts—rather than relying on traditional metrics…

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Primo Research Assistant

Primo Research Assistant is a generative AI-powered tool designed to streamline time-intensive tasks. It enables users to query academic content in natural language and utilizes the breadth of your library to pinpoint five articles that can aid in…

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ProRata Ads

ProRata Ads is an agentic AI advertising network that leverages large language model (LLM) agents to deliver contextually intelligent advertisements within AI search results and digital media content. By analyzing entire creative briefs instead of relying solely on…

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ProRata.ai

ProRata.ai is an AI-powered attribution platform designed to ensure fair compensation and credit for content owners in the age of generative AI. By analyzing AI-generated outputs, ProRata.ai identifies the original sources of content and calculates proportional remuneration for…

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q.e.d

q.e.d is an AI review platform from QEDScience.com, founded by the molecular biologist Oded Rechavi and colleagues, that gives authors feedback on a manuscript before they submit it. It breaks the manuscript into its claims and supporting data,…

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RAG Evaluation Framework

A collaborative system to benchmark and compare Retrieval-Augmented Generation (RAG) architectures using real-world publisher content. Silverchair and OpenSource Connections co-designed a robust evaluation pipeline—using Python, LlamaIndex, RAGAS, and LangSmith—to generate question-context-answer triplets, run RAG models, and score outputs…

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ReviewerAI

ReviewerAI is a peer review platform from Reality Wave LLC for journal articles and grant proposals. A 2025 poster by Yusuf Sermet and Ibrahim Demir, hosted by the European Association of Science Editors (EASE), described it as using…

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ReviewerZero

ReviewerZero is an integrity checking service for manuscripts and published papers, from ReviewerZero AI, a company based in Boulder, Colorado, which Daniel Acuña of the University of Colorado Boulder founded in 2023. Its site lists 12 areas and…

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Scholar Labs

Google Scholar Labs, unveiled 18 November 2025, is Google Scholar’s AI-powered search for detailed research questions. It returns a short, curated list of papers with an AI-generated structured summary of how each paper addresses the query — no…

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