2026

Manuscript AI

Trilogy’s Manuscript AI helps book publishers, commissioning editors and literary agents sort the slush pile: it rates unsolicited submissions on sales potential, likely reader reviews, genre match and writing style, drawing on data from 2.7 million copyright-cleared and…

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Nature Research Assistant

Key capabilities:Accelerates literature discovery and finding relevant sourcesSupports reading and comprehension (faster understanding of papers)Provides writing support via “Manuscript Adviser” style guidance for original research manuscriptsContent + trust model:Built on a large peer-reviewed academic corpus (multi-publisher, including Springer…

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OpenAIReview

OpenAIReview is an open-source, AI-assisted reviewing tool from the University of Chicago’s Human+AI (CHAI) Lab, built to give any researcher high-quality paper feedback “for less than the cost of a coffee”. It takes a full paper (PDF, markdown…

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Preprints.ai

Preprints.ai runs multi-agent AI peer review against new preprints from bioRxiv and medRxiv. Eleven specialist agents review each preprint independently — four integrity agents (methodologist, statistician, ethics, validity), five domain agents, a devil’s advocate and a positive-evidence reviewer…

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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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Publisher Content Marketplace

Microsoft’s Publisher Content Marketplace aims to give publishers a revenue stream by providing AI systems with scaled access to premium content — big tech’s own answer to the licensing infrastructure question.Notes & quotesSee Jonathan Woahn’s Scholarly Kitchen pieces…

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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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Reviewer3

Reviewer3 is an AI manuscript-review platform aimed at authors, giving pre-submission feedback as simulated peer-review comments so problems are caught while they’re still most correctable. It is a multi-agent system — each “reviewer” is itself a multi-agent workflow,…

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ReviewerOne

ReviewerOne is an intelligence platform built to support the peer reviewer specifically — the stakeholder that historically gets least support and is the biggest bottleneck. It pairs AI-assisted tools that take on the mechanical burden of review with…

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Sci-Bot

Sci-Hub — the shadow library courts treat as copyright-infringing — launched its own AI research assistant. Reviews are mixed: Sci-Hub’s shrinking access to paywalled literature limits the tool’s value.

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SDGenie

SDGenie (beta) is a free, experimental AI tool from CABI that explores how research text, such as abstracts, can be matched to the United Nations Sustainable Development Goals at the level of individual SDG targets, rather than just…

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