Robotics researchers, biologists, and AI practitioners interested in autonomous scientific instrumentation.
Deploying Active Inference and AI to automate robotic microscopy and manage soil biology at scale.
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This Ecosystem project turns a robotic microscope into an Active Inference-driven intelligent agent for managing soil biology at scale. It develops AI systems that autonomously operate microscopy hardware, acquire data, and make decisions — treating the instrument as an inference agent in a biological environment.
The project develops Active Inference architectures for autonomous robotic microscopy — creating systems that observe, plan, and act in order to characterize biological samples with minimal human intervention. The application domain is soil biology, supporting FarmWorks-adjacent ecological research.
Roboticists, biologists, and AI engineers interested in autonomous instrumentation are welcome.
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Related resources
External links are resolved from the shared registry so visitor-facing destinations stay centralized and checkable.
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Primary public community channel for conversation, coordination, and newcomer orientation.
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Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
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Public GitHub organization for Institute repositories and open-source work.
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Project repository for multiagent Active Inference modeling work.
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Generalized Notation Notation project repository for model communication.
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Geospatial modeling repository connected to ecological and bioregional applications.
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Research and publication-oriented repository for the Active Inference Journal.
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Public Active Inference Ontology shortlink for shared conceptual infrastructure.
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External paper repository surfaced from the official research page.
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Reachable arXiv reference surfaced from the official research page.
Official pages
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Official research entry point, currently resolving to the research overview.
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Official research overview page.
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Official Knowledge Engineering page.
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Official Active Blockference page.
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Official theoretical neurobiology page.
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Public projects shortlink for project directories and activity-linked work.
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Public project measurement shortlink for reporting progress and outputs.
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Public Active Inference Ontology shortlink for shared conceptual infrastructure.
Repositories
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Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
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Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
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Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
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Python models and materials for ant-inspired multiagent Active Inference.
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Active Inference & Category Theory
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Public content repository for the Active Inference Journal and related publication infrastructure.
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Active Entity Ontology for Science
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Public ants repository in the ActiveInferenceInstitute GitHub namespace.