AI/ML Tools for Science That Don't Hallucinate

  • Resources
  • Published on May 31, 2023

AI can make up facts better than a political talking head. Here are the top AI-powered tools for scientific research and analysis that are revolutionizing the way we conduct research and making it faster, more efficient to learn and get to the facts. From automatic summarization and contextualization of scientific literature to real-time analysis of vast amounts of unstructured data, these tools are changing the game for researchers, analysts, and students alike.


Genei is an AI-powered tool that saves researchers time by automatically summarizing background reading and producing blogs, articles, and reports. With an impressive 98% of users saying that genei saves them time, this tool is ideal for anyone looking to paraphrase complex ideas and find crucial information faster.


CoLoop is an AI copilot that can save researchers hours on qualitative analysis. This tool is specifically designed for analyzing qualitative interviews and focus groups. Users can seamlessly add transcripts, audio, or video from their computer or database, and CoLoop will find referenced insights from their research material. This allows researchers to dive deeper than ever before and find the answers they need quickly and efficiently.


Scite is a platform for discovering and evaluating scientific articles via Smart Citations. With over 1.2 billion citation statements extracted and analyzed from over 34 million full-text articles, Scite provides users with the context of a citation and a classification describing whether it provides supporting or contrasting evidence for the cited claim. This tool is a must-have for anyone looking to stay up-to-date with the latest scientific research.


System is an AI-powered tool that helps users find, synthesize, and contextualize scientific literature. This free, open, and living public resource aims to explain how anything in the world is related to everything else. With millions of relationships between tens of thousands of topics, System is growing daily as science advances. This tool is perfect for anyone looking to gain a deeper understanding of scientific concepts and their interconnectivity.


Primer is an AI tool for analysts and operators that can understand and act on vast amounts of unstructured data in real-time. From text and images to audio and video, Primer's mission-ready AI is designed for those who protect security and democracy. This tool is ideal for anyone looking to analyze large amounts of data quickly and efficiently.


Trinka is an AI-powered writing assistant created with academic writing in mind. This tool can spot errors in technical and scientific writing that other common grammar and spelling tools may miss. Trinka can identify and correct vocabulary, grammar, spelling, syntax use, tone, and more. It can even make suggestions to make an academic paper more compliant with the APA or AMA style guides.

Semantic Scholar

Semantic Scholar is a free AI-powered search engine for scientific literature. With its advanced algorithms, this tool can help users find the most relevant and up-to-date scientific research quickly and efficiently.


Scholarcy is an online summarizing tool that builds a personal searchable library of PDFs and summary cards. With a searchable collection of summary cards accessible from any device, this tool is perfect for anyone looking to keep their scientific research organized and easily accessible.

AI-powered tools are revolutionizing the way we conduct scientific research and analysis, but don't bet your career on GPT to telling you the truth. From summarizing background reading and analyzing qualitative interviews to finding and contextualizing scientific literature, these tools are making scientific research faster, more efficient, and more accessible than ever before. Whether you're a researcher, analyst, or student, these AI tools for science are a must-have for anyone looking to improve their scientific research and analysis capabilities. Which of these ari you going to use?


Perplexity AI is an AI-powered search engine and chatbot that uses a large language model to generate natural language text. Its core product is Perplexity Ask, a search interface and chat tool powered by OpenAI’s GPT 3.5 and Microsoft Bing. Unlike a traditional search engine that answers queries by serving links, Perplexity Ask summarizes the results to provide a direct answer. It balances accuracy and creativity, providing reliable information with personality. It offers free access and raised funding for future development. Users can create custom chatbots and share/embed them. Perplexity now includes GPT4 and Claude. Get 10% off your pro subscription!

Cover Image: Image by Glen Kelp from Pixabay