RESEARCH BASE
Search 3,721 documents across 34 fields — every claim tier-rated by evidence
3,633 are the core, quality-scored corpus (34 lettered sections — see How We Work); the remaining 88 are cross-corpus synthesis documents (68 InterDocs, 12 Connections, 8 Theories) also indexed here.
183 results for "collective intelligence" — page 3 of 10
ZC_3_23 — Commons Governance — Ostrom
Elinor Ostrom (1933–2012), professor of political science at Indiana University Bloomington, became the first woman to receive the Nobel Memorial Prize in Economic Sciences (2009) for her groundbreaking work demonstratin
ZC_1_04 — Crowd Psychology & Mass Movements
Crowd psychology — the study of how individuals behave differently when part of a large group — has been a central concern of social science since Gustave Le Bon's The Crowd (1895), one of the most influential and contro
G_4_23 — Technological Singularity Theories
The technological singularity hypothesis proposes that the creation of artificial superintelligence (ASI) — defined as machine intelligence surpassing all human cognitive capabilities — will trigger an "intelligence expl
T_4_21 — Mass Formation Psychology
Mass formation describes a psychological phenomenon in which large populations become fixated on a single narrative, willing to sacrifice individual freedom and rational judgment for the perceived security of collective
ZD_5_06 — Knowledge Representation: Ontologies, Semantic Web, and Knowledge Graphs
Knowledge representation (KR) is the field of artificial intelligence concerned with how to formally encode information about the world — facts, relationships, concepts, rules, and constraints — in formats that computer
ZD_2_17 — AI Alignment & Existential Risk
AI alignment — the challenge of ensuring artificial intelligence systems pursue goals consistent with human values and intentions — has emerged as one of the defining technical and philosophical problems of the 21st cent
Y_4_19 — Ritual-Induced Ecstasy
Ritual-induced ecstasy — altered states of consciousness produced through collective ceremonial practices including dance, chanting, drumming, fasting, pain ordeal, and rhythmic movement — is one of the oldest and most u
N_4_12 — Venetian Oligarchy: The Republic's Secret State
The Republic of Venice (697-1797 CE) — the Most Serene Republic (Serenissima Repubblica) — was one of the longest-lived states in European history and arguably the most sophisticated practitioner of state secrecy, intell
S_4_01 — Existential Risk Taxonomy
Existential risk (x-risk) refers to any event that could permanently curtail humanity's long-term potential — including extinction, civilizational collapse without recovery, or irreversible loss of value (e.g., permanent
S_1_13 — Human-AI Collaboration and Coevolution
Human-AI collaboration refers to the partnership between human cognitive strengths (intuition, creativity, ethical judgment, contextual understanding, emotional intelligence) and AI capabilities (speed, pattern recogniti
S_1_11 — Machine Learning and Deep Learning
Machine learning (ML) is the subfield of AI in which systems learn patterns from data rather than being explicitly programmed. Deep learning uses artificial neural networks with many layers (hence "deep") to learn hierar
C_1_20 — The Shadow Archetype in World Mythology
The Shadow archetype, articulated by Carl Gustav Jung as a fundamental component of the psyche, manifests across world mythologies as the dark double, the rejected brother, or the monstrous other that heroes must confron
Z_4_20 — Quorum Sensing in Bacteria
Quorum sensing (QS) is a chemical communication system used by bacteria to coordinate gene expression in response to population density — enabling single-celled organisms to exhibit collective behaviors that would be ine
K_3_09 — Minimal Consciousness and the Threshold of Sentience
Where does consciousness begin? This question — the problem of the threshold of sentience — is one of the most challenging in consciousness studies because it requires identifying what KIND of physical system is minimall
K_3_01 — Machine Consciousness — Can AI Be Aware?
The question of machine consciousness — whether artificial systems can be genuinely aware rather than merely simulating awareness — stands at the intersection of philosophy of mind, neuroscience, and computer science. Jo
K_3_11 — Animal Consciousness and Sentience
The question of whether non-human animals possess conscious experience — subjective awareness, felt pain, emotions, and self-recognition — has moved from philosophical speculation to a major neuroscientific research prog
K_4_19 — Plant Bioelectricity and Distributed Cognition
Plants generate, propagate, and respond to electrical signals via mechanisms that are biophysically homologous to neuronal action potentials, despite lacking a brain or central nervous system. Action potentials in Mimosa
K_4_04 — Morphic Resonance and Sheldrake's Hypothesis
Morphic resonance is a hypothesis proposed by biologist Rupert Sheldrake (b. 1942, Cambridge-trained plant physiologist) that proposes nature operates by habits, not fixed laws, and that organisms and systems are influen
K_4_12 — Noosphere — Teilhard de Chardin, Vernadsky, and the Thinking Layer
The noosphere ("sphere of mind") is a concept developed independently by Russian geochemist Vladimir Vernadsky and French paleontologist-priest Pierre Teilhard de Chardin in the 1920s, describing a layer of collective hu
K_5_18 — Working Memory: Cognitive Architecture and Executive Function
Working memory (WM) is the cognitive system responsible for temporarily holding and manipulating information during complex tasks such as reasoning, language comprehension, and decision-making. Distinguished from passive
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