Library/AI-ScientistForked

SakanaAI/AI-Scientist

AI-Scientist

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

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Builder

SakanaAI

SakanaAI • individual

Stars

13,007

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Forks

1,857

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Aug 12, 2024

Project creation date

README Summary

The AI Scientist is a comprehensive system designed to automate the entire scientific research process, from generating novel research ideas to conducting experiments and writing academic papers. The system can perform literature reviews, generate hypotheses, run experiments, analyze results, and produce complete scientific papers with figures and citations. It represents a significant step towards fully automated scientific discovery across multiple domains.

AI Dev Skills

Unmapped

Agentic AI SystemsLarge Language ModelsChain-of-Thought ReasoningAutonomous Code GenerationScientific Workflow AutomationHypothesis GenerationExperimental DesignData Analysis and InterpretationMulti-step PlanningTool Use and IntegrationKnowledge Graph ConstructionAutonomous Research AutomationScientific ReasoningLarge Language Model OrchestrationMulti-agent CoordinationIterative Refinement LoopsKnowledge SynthesisScientific Literature Analysis

Taxonomy

AI Trends

Agentic AI Autonomous Systems Self-improving AI Multi-step Reasoning Tool-using Agents Scientific AI Autonomous AI Systems Multi-agent AI AI-driven Scientific Discovery Compound AI Systems Reasoning and Planning

Deployment Context

Self-hosted On-premise Cloud API

Modalities

Text Code Tabular

Skill Areas

Agentic AI Systems Large Language Models Chain-of-Thought Reasoning Autonomous Code Generation Scientific Workflow Automation Hypothesis Generation Experimental Design Data Analysis and Interpretation Multi-step Planning Tool Use and Integration Knowledge Graph Construction Autonomous Research Automation Scientific Reasoning Large Language Model Orchestration Multi-agent Coordination Iterative Refinement Loops Knowledge Synthesis Scientific Literature Analysis

Use Cases

Automated scientific research Hypothesis generation and testing Experimental design automation Literature-informed discovery Data-driven insight generation Open-ended problem exploration Automated hypothesis generation for scientific research Autonomous experimental design and validation Iterative scientific discovery without human guidance Cross-domain scientific exploration Research paper ideation and development

Recent Activity

Updated 3 months ago

7 Days

30 Days

90 Days

Quality

research

Quality: high
Maturity: research

PM Skills

Developer Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created: Aug 12, 2024
Forked: Mar 26, 2026
Your last push: 3 months ago
Upstream last push: 3 months ago
Tracked since: Dec 19, 2025

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