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 1 of 10
ZD_4_16 — Swarm Intelligence & Self-Organizing Systems: Decentralized Problem-Solving
Swarm intelligence (SI) — the emergent collective behavior of decentralized, self-organized systems in which simple agents following local rules produce globally intelligent, adaptive solutions without central control —
O_3_01 — Biodiversity, Ecosystem Intelligence, and the Superorganism
Earth harbors an estimated 8.7 million eukaryotic species (Mora et al. 2011), of which only ~1.5-1.8 million have been formally described — meaning roughly 80% of species remain unknown to science. When prokaryotes (bact
ZB_1_02 — Social Insects — Superorganisms and Collective Intelligence
Social insects — ants, bees, wasps, and termites — represent one of evolution's most spectacular innovations: the subordination of individual reproduction to colony-level organization, producing "superorganisms" capable
K_4_17 — Plant and Fungal Consciousness: Intelligence without Neurons
The question of whether plants and fungi possess forms of consciousness, intelligence, or cognition has moved from philosophical speculation to active scientific investigation. Plants exhibit sophisticated information pr
ZB_2_23 — Cephalopod Intelligence and Distributed Cognition
Cephalopods — octopuses, cuttlefish, squid, and nautiluses — represent one of evolution's most extraordinary experiments in intelligence, having diverged from the vertebrate lineage approximately 530 million years ago ye
T_4_03 — Group Psychology and Crowd Behavior
Group psychology examines how individuals' thoughts, feelings, and behaviors are influenced by the presence and actions of others — from small groups to mass crowds. Foundational research includes Gustave Le Bon's The Cr
T_2_21 — Collective Trauma Psychology
Collective trauma refers to the psychological impact of traumatic events experienced by entire communities, populations, or cultural groups — events such as genocide, slavery, colonialism, war, natural disasters, and pan
T_1_01 — Jungian Archetypes and the Collective Unconscious
Carl Gustav Jung (1875–1961) developed analytical psychology as a departure from Freudian psychoanalysis, proposing that beneath the personal unconscious lies a collective unconscious—a shared psychic substrate containin
ZD_2_02 — Artificial Intelligence Foundations
Artificial intelligence (AI) — the field devoted to creating machines that exhibit intelligent behavior — was formally founded at the Dartmouth Conference (1956) organized by John McCarthy, Marvin Minsky, Nathaniel Roche
ZD_2_07 — Artificial General Intelligence — Architectures and Challenges
Artificial General Intelligence (AGI) — a hypothetical AI system capable of performing any intellectual task that a human can, with the same flexibility, generality, and ability to learn and transfer knowledge across dom
P_1_17 — Artificial Intelligence and the Consciousness Question
The question of whether artificial systems can possess consciousness — genuine subjective experience, phenomenal awareness, or "something it is like" to be that system (Thomas Nagel, 1974) — has moved from philosophical
P_2_14 — Philosophy of Action: Agency, Intention, and Collective Action
The philosophy of action investigates the nature of human agency — what it means to act (as opposed to merely moving), what makes an action intentional, how reasons relate to causes, and how individual agency extends to
ZE_3_09 — Ethics of Artificial Intelligence and Machine Consciousness
AI ethics examines the moral dimensions of creating systems that can reason, learn, and act autonomously. The field emerged from theoretical foundations (Turing's "Computing Machinery and Intelligence," 1950) but became
N_5_10 — Intelligence Agencies and Occult Interest: Documented Cases
The intersection of intelligence agencies and occult or paranormal phenomena is one of the most extensively documented — yet still controversial — chapters in 20th-century intelligence history. Declassified documents (pr
S_1_01 — Artificial General Intelligence and Existential Risk
Artificial General Intelligence — a system with human-level or greater cognitive capabilities across ALL domains — may be the most consequential invention in human history. Current foundational AI systems (GPT-4, Claude,
S_5_13 — Prediction Markets: Collective Intelligence and Crowd Forecasting
Prediction markets — markets where participants buy and sell contracts whose payoffs depend on the outcome of future events — aggregate dispersed information into probability estimates with remarkable accuracy, often out
ZF_2_11 — Cephalopod Intelligence and Biology
Cephalopods — the class Cephalopoda (~800 living species, including octopuses, squids, cuttlefish, and nautiluses) — are among the most cognitively sophisticated invertebrates on Earth and represent a remarkable case of
ZF_2_03 — Marine Migration Patterns and Cetacean Intelligence
Marine animals execute some of the most extraordinary navigational feats in biology — humpback whales migrating 8,000+ km between polar feeding grounds and tropical breeding waters, sea turtles returning to their natal b
ZF_5_22 — Cetacean Cognition: Marine Mammal Intelligence and Problem-Solving
Cetaceans (whales, dolphins, porpoises) display a suite of cognitive capacities that meet or exceed those of great apes on multiple comparative measures, despite an evolutionary lineage independent from primate cognition
Z_3_15 — Genetics of Intelligence: Polygenicity, GWAS, and the Heritability Debate
The genetics of intelligence — attempts to identify the specific genetic variants that influence individual differences in cognitive ability — represents one of the most complex and contentious areas in human genetics. H
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