All use cases

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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Papermill Alarm

The Papermill Alarm is an early-warning system from Clear Skies that alerts journal editors to papers showing signs of papermilling. Adam Day, who created it, describes it as detecting trends in the template titles and abstracts that paper…

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Penelope.ai

Penelope.ai, based in London, is an online tool that checks whether manuscripts meet a journal’s requirements, with more than 30 checks that journals can select, mark as critical and customise the feedback for. The checks cover ethics, declarations…

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PICO Portal

PICO Portal is software for systematic reviews, launched in September 2020, offered as the PICO Portal platform and as ScholarIQ, a free-to-start product. Its workspace covers searching, title and abstract screening, full-text review, risk of bias assessment, data…

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Preprint Watch

Preprint Watch is a service launched in May 2025 that analyses full-text preprints from arXiv, bioRxiv and medRxiv with an AI reasoning agent and classifies each one by its role in the evolution of knowledge, using five categories…

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Preprints.ai

Preprints.ai screens bioRxiv and medRxiv preprints with an automated pipeline and reports three separate signals for each one: Evidence, graded A to E, on whether the methods and results support the claim; Trust, graded A to E, on…

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Primo Research Assistant

Primo Research Assistant is a generative AI feature of Primo VE, the library discovery service from Clarivate, which Clarivate’s documentation describes as a beta tool available to all Primo VE customers. A signed-in user asks a question in…

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Prism

Prism was a free, LaTeX-based workspace from OpenAI for writing and collaborating on scientific papers, with GPT-5.2 built in. OpenAI launched it in January 2026 for anyone with a personal ChatGPT account. In April 2026 OpenAI confirmed to…

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Prophy Referee Finder

Prophy Referee Finder ranks reviewer candidates for a manuscript or grant proposal by semantic relevance, reading the meaning of the document. Each candidate comes with relevant articles, the reasoning for the match and contact details, and the tool…

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ProRata Ads

ProRata Ads was an advertising platform from ProRata.ai that placed ads in AI search results and digital media content, launched publicly in March 2025 on Gist.ai, ProRata’s AI search engine, building on the Gist Ads product that Gist…

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ProRata.ai

ProRata.ai is a company founded in 2024 by Bill Gross at Idealab Studio whose technology measures how much each source contributes to an AI answer. According to its website, it identifies the individual claims in an answer, matches…

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