AI Research Tools
STORM: Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking
STORM is a LLM system that writes Wikipedia-like articles from scratch based on Internet search.
While the system cannot produce publication-ready articles that often require a significant number of edits, experienced Wikipedia editors have found it helpful in their pre-writing stage.
GitHub Link: https://github.com/stanford-oval/storm?tab=readme-ov-file
Gemini Deep Research is an advanced AI feature that automates comprehensive research by analyzing multiple sources and generating detailed reports, now available in Gemini Advanced for users in over 45 languages and 150 countries.
https://blog.google/products/gemini/google-gemini-deep-research/
Afforai is an AI-powered reference management tool designed to assist researchers in managing, annotating, and citing papers, as well as conducting literature reviews with reliable AI support.
https://github.com/SakanaAI/AI-Scientist
Towards Fully Automated Open-Ended Scientific Discovery
The AI Scientist project is designed to automate the entire scientific research process. It is equipped to handle a variety of tasks, from generating research ideas and reviewing literature to planning, executing experiments, and writing research papers. By leveraging this system, AI can manage iterative experimental workflows, create visual data representations, and produce scientific reports that resemble those presented at typical machine learning conferences.
The AI Scientist is composed of four key stages: brainstorming research ideas, conducting experiments to gather data, drafting research papers using LaTeX, and performing peer reviews through an automated system. This system incorporates cutting-edge large language model (LLM) technology to effectively replicate the scientific activities typically performed by humans.
Emergent Mind is a website that serves as a computer science research explorer, showcasing trending papers in the field.
Review the most influential work around any topic by area, genre & time.
Automatically summarise background reading and produce blogs, articles, and reports faster.
An AI-native workspace, custom built for research.
1. Summarise and chat with your documents.
2. Write and edit in an AI text-editor.
Cubby is a collaborative research tool that allows users to store files and links, annotate content, and synthesize information with AI assistance.
https://www.researchrabbit.ai/
ResearchRabbit is an AI-powered research tool that streamlines literature searches, provides personalized paper recommendations, visualizes networks of papers and authors, and supports collaboration, all while being free for researchers.
Science Agents
Google AI co-scientist
Google has introduced "AI Co-Scientist," a multi-agent AI system built on Gemini 2.0, designed to collaborate with scientists by generating novel hypotheses and research proposals to accelerate scientific and biomedical discoveries.
https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/
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