Collective-State Inference
The central inferential process, its qualification requirements, and its relationship to collective awareness.
Read RA-001Canonical research documentation
CSI Reference
The versioned conceptual reference for Collective-State Inference. It organizes the research program's canonical definitions, construct boundaries, methodological principles, and system concepts as the field develops.
How to use the Reference
Learn CSI through its foundational concepts.
Scholarly papers establish and test the research. The CSI Reference organizes that knowledge into permanent, accessible articles that can be refined as definitions, evidence, and methods mature.
Edition 0.1 establishes the initial ten-article conceptual, methodological, and systems architecture. All ten articles have completed a claim-level citation audit, and all 17 registry records have completed bibliographic and principal claim-use verification.
The About the CSI Research Program page documents authorship and status. The Editorial and Citation Policy governs claims and corrections. The Scholarly Sources registry and Citation Verification Audit provide verifiable support.
Published reference articles
Move from core vocabulary into method, awareness, system design, and uncertainty.
Collective State
The latent, temporally situated condition that CSI attempts to estimate.
Read RA-002Collective
The bounded, interdependent unit within which collective conditions can meaningfully emerge.
Read RA-003Emergence
How relationships, configurations, and temporal dynamics give rise to meaningful collective-level conditions.
Read RA-004Composition Models
How lower-level evidence supports a collective-level construct through explicit, testable composition rules.
Read RA-005Observable Evidence
Participant-level, relational, temporal, contextual, and multimodal traces used to support CSI.
Read RA-006Validation
How collective-state estimates are tested for construct validity, reliability, calibration, generalization, and value beyond simpler baselines.
Read RA-007Collective Awareness
The capacity to interpret, project, explain, and responsibly use validated collective-state estimates.
Read RA-008Collective-Aware AI Systems
AI-enabled systems that operationalize validated CSI outputs within accountable, human-governed decision environments.
Read RA-009Uncertainty in CSI
How construct, boundary, evidence, model, temporal, interpretive, and use uncertainty are represented throughout CSI.
Read RA-010Durable scholarly infrastructure
Edition 0.1 is prepared for fixed archival publication.
The Edition 0.1 Archival Release defines the fixed inventory, repository package, checksum process, and future DOI pathway. A deterministic build script generates a manifest from the exact tagged release commit.
The Reuse and Licensing statement clarifies attribution and permissions without prematurely assigning an open license. The Scholarly Feedback and Corrections procedure provides a structured, version-controlled pathway for critique and correction.
Research status
Living documentation, not validated findings.
Archival and citation infrastructure establish persistence, traceability, and scholarly usability. They do not constitute peer review, journal acceptance, or empirical validation.