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About Research Machina

Research Machina is a platform aimed at automating the scientific research process, from identifying research gaps to generating finalized scientific articles. The system is designed to accelerate researchers and engineers, particularly in AI and computational fields, by integrating tools that streamline and automate the R&D pipeline. The long-term goal is the full automation of the scientific knowledge production cycle. Core Objectives 1. Identification of research and knowledge gaps through literature analysis. 2. Hypothesis generation, evaluation, and ranking using creative frameworks. 3. Experiment planning with detailed technical requirements and automated code generation. 4. Data analysis and automated drafting of scientific articles. Apps 1. Semantic Search: A search engine for 200,000+ AI research articles, offering advanced filters, extracted insights (e.g., hypotheses, research questions), and dynamic trend analysis. 2. Industry News Aggregator: Aggregates and ranks news from websites, blogs, journals, and conferences, providing concise summaries and tracking trends over time. 3. Papers News: Analyzes newly published research papers, ranking them based on impact using author metrics, citations, and affiliations while providing key insights. 4. Automated Reports: Generates clustered summaries, highlights research gaps, and provides customized reports for targeted research analysis.

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