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CosmosIntelligence research
CosmosIntelligence is an open research and product initiative that uses public astronomy data and artificial intelligence to study cosmic structure, signals, anomalies and information patterns. The work is designed to produce useful science and technology whether or not any extraordinary hypothesis proves correct.
CosmosIntelligence / Research + product
Research pillars
Mapping the cosmos
Study how Hubble, Roman, SPHEREx, Euclid, Gaia, SDSS, DESI and other surveys help humanity map an observable Universe that is far richer than unaided human vision suggests.
The Cosmic Graph
Build a machine readable graph connecting objects, observations, signals, instruments, datasets, events, papers, anomalies and scientific relationships.
Cosmic intelligence and consciousness
Compare measurable network properties across the cosmic web, brains and other complex systems while treating consciousness as a research question rather than a predetermined conclusion.
Cosmic Intelligence and Consciousness
Search for life and intelligence
Study biosignatures, technosignatures, exoplanet observations, SETI methods, multimodal anomaly search and the long term question of communication with other intelligence.
Search for Life and Intelligence
Evidence standards
Learn normal astrophysics before searching for unusual patterns. Require provenance, known physics controls, statistical testing, replication, prediction where possible and independent review.
CosmosIntelligence / Research + product
The research engine
The research architecture combines an open science data lake, multimodal embeddings, the Cosmic Graph, anomaly and information models, control filters, validation workflows and a candidate review dashboard.
The model stack can include vision models for survey images, spectral models for emission and absorption features, time series models for light curves and pulses, graph models for cosmic web structure, and information models for entropy, compression and recurring structure.
CosmosIntelligence / Research + product
Original research notes
Planned research notes will document original work: connector evaluations, data experiments, benchmark results, literature reviews, negative findings, reproducible notebooks, network comparisons and contributor authored reports.
CosmosIntelligence / Research + product
Research participation
Researchers, citizen scientists, students, developers, data engineers, neuroscientists, physicists, mathematicians, philosophers, science communicators and people from many other backgrounds can contribute.