SakanaAI/AI-Scientist
AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
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SakanaAI
SakanaAI • individual
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Created
Aug 12, 2024
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README Summary
<h1 align="center"> <a href="https://github.com/SakanaAI/AI-Scientist/blob/main/docs/logo_2.png"> <img src="docs/logo_2.png" width="215" /></a><br> <b>The AI Scientist: Towards Fully Automated</b><br> <b>Open-Ended Scientific Discovery 🧑🔬</b><br> </h1>
Community Evaluation
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Agentic AI SystemsAutonomous Code GenerationAutonomous Research AutomationChain-of-Thought ReasoningData Analysis and InterpretationExperimental DesignHypothesis GenerationIterative Refinement LoopsKnowledge Graph ConstructionKnowledge SynthesisLarge Language Model OrchestrationLarge Language ModelsMulti-agent CoordinationMulti-step PlanningScientific Literature AnalysisScientific ReasoningScientific Workflow AutomationTool Use and Integration
Tags
Agentic AI SystemsAutonomous Code GenerationAutonomous Research AutomationChain-of-Thought ReasoningData Analysis and InterpretationExperimental DesignHypothesis GenerationIterative Refinement LoopsKnowledge Graph ConstructionKnowledge SynthesisLarge Language Model OrchestrationLarge Language ModelsMulti-agent CoordinationMulti-step PlanningScientific Literature AnalysisScientific ReasoningScientific Workflow AutomationTool Use and IntegrationAWS BedrockAiderAnthropic / ClaudeBenchmarkingClaudeDeep LearningDeepSeekDockerForkedGPTGPU / CUDAGoogle AIGoogle CloudLiteLLMLlamaMachine LearningOpenAIPyTorchPythonResearch / PapersScikit-learnTransformersVertex AI
Taxonomy
AI Trends
category
Deployment Context
Skill Areas
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
tag
Use Cases
Automated scientific researchHypothesis generation and testingExperimental design automationLiterature-informed discoveryData-driven insight generationOpen-ended problem explorationAutomated hypothesis generation for scientific researchAutonomous experimental design and validationIterative scientific discovery without human guidanceCross-domain scientific explorationResearch paper ideation and development
Recent Activity
Updated 5 months ago
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Quality
research- Quality
- high
- Maturity
- research
Categories
Evals & BenchmarkingPrimaryInference & ServingMLOps & InfrastructureCloud & PlatformsLearning ResourcesFoundation ModelsModel TrainingCoding & Dev ToolsData Science & AnalyticsSearch & KnowledgeOther AI / ML
PM Skills
Cost & EfficiencyScale & ReliabilityData & Evaluation
Languages
Jupyter Notebook100.0%
Timeline
- Project created
- Aug 12, 2024
- Forked
- Mar 26, 2026
- Your last push
- 5 months ago
- Upstream last push
- 5 months ago
- Tracked since
- Dec 19, 2025
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