RESEARCH BASE

Search 3,721 documents across 34 fields — every claim tier-rated by evidence

3,721 Documents 34 Sections 43,625 Citations 34,852 Keywords Indexed 4 Evidence Tiers

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.

486 results for "set theory" — page 3 of 25

V_4_19 Verified Mathematics & Information

V_4_19 — Machine Learning Mathematics: Neural Networks, Optimization, and Learning Theory

Machine learning mathematics — the theoretical foundations underlying the training, generalization, and behavior of learning algorithms — spans statistical learning theory, optimization, approximation theory, information

machine learning neural network deep learning gradient descent backpropagation transformer
V_4_11 Credible Mathematics & Information

V_4_11 — Coding Theory: Error Detection, Correction, and Information Integrity

Coding theory — the mathematical study of error-detecting and error-correcting codes — ensures the reliable transmission and storage of digital information across noisy communication channels, corrupted storage media, an

coding theory error correction error detection Hamming code Reed-Solomon turbo code
V_3_18 Verified Mathematics & Information

V_3_18 — Game Theory: Strategic Decision-Making and Nash Equilibrium

Game theory — the mathematical study of strategic interaction among rational decision-makers — has become one of the most influential analytical frameworks in mathematics, economics, political science, biology, and compu

game-theory nash-equilibrium prisoners-dilemma von-neumann zero-sum evolutionary-game-theory
V_3_16 Credible Mathematics & Information

V_3_16 — Representation Theory: Symmetry, Groups, and Their Actions

Representation theory transforms the abstract algebraic machinery of groups — mathematical structures encoding symmetry — into concrete matrices and linear transformations that act on vector spaces. By representing group

representation theory group representation symmetry Lie group Lie algebra character
U_1_01 Verified Art, Music & Culture

U_1_01 — Music Theory, Harmonic Series, and the Physics of Sound

Music theory intersects physics, mathematics, and human perception in ways that have fascinated thinkers since Pythagoras first demonstrated that pleasing musical intervals correspond to simple numerical ratios on a mono

music theory harmonic series overtones Pythagoras monochord temperament
X_1_10 Verified Medicine & Healing

X_1_10 — Acupuncture and Meridian Theory

Acupuncture — the insertion of thin needles into specific points on the body to treat pain and disease — is one of the most widely practiced and scientifically studied forms of traditional medicine, yet remains among the

acupuncture meridian qi Traditional Chinese Medicine needling moxibustion
K_1_05 Credible Consciousness

K_1_05 — Global Workspace Theory

Global Workspace Theory (GWT), proposed by Bernard Baars (1988) and neurally formalized by Stanislas Dehaene and Jean-Pierre Changeux as the Global Neuronal Workspace (GNW, 1998–2011), is one of the leading scientific th

global workspace theory GWT global neuronal workspace Bernard Baars Stanislas Dehaene Jean-Pierre Changeux
ZG_2_18 Verified Linguistics & Communication

ZG_2_18 — Pragmatics & Speech Act Theory: Language in Context, Meaning Beyond Words

Pragmatics — the branch of linguistics concerned with how context, speaker intention, shared knowledge, and social relationships contribute to meaning beyond the literal semantic content of words — addresses a fundamenta

pragmatics speech-act-theory illocutionary-force implicature conversational-maxims performative-utterance
ZG_4_05 Verified Linguistics & Communication

ZG_4_05 — Translation Theory and the Limits of Meaning

Translation — the rendering of meaning from one language into another — is one of humanity's oldest and most consequential intellectual practices, shaping the flow of knowledge, literature, religion, and ideas across civ

translation translation theory equivalence domestication foreignization untranslatability
ZG_3_12 Verified Linguistics & Communication

ZG_3_12 — Metaphor Theory: Lakoff, Blending, and Figurative Language as Cognition

Metaphor theory — the study of how figurative language works and what it reveals about human thought — underwent a revolutionary transformation in the late 20th century with the publication of George Lakoff and Mark John

metaphor conceptual metaphor theory CMT Lakoff Johnson source domain
ZG_3_18 Credible Linguistics & Communication

ZG_3_18 — Pragmatics and Speech Act Theory

Pragmatics — the study of how context contributes to meaning beyond what is encoded in the literal words of an utterance — and speech act theory — the analysis of language as a form of action — have been foundational to

pragmatics speech-act-theory john-austin john-searle grice conversational-implicature
ZC_1_18 Credible Social Science

ZC_1_18 — Conspiracy Theory Epidemiology and Belief Systems

Conspiracy theories — explanatory frameworks attributing events to the secret deliberations of powerful, malevolent actors — are not marginal curiosities but a pervasive feature of human cognition with measurable epidemi

conspiracy-theory misinformation epistemic-vigilance conspiratorial-ideation social-media-radicalization infodemic
ZC_1_07 Verified Social Science

ZC_1_07 — Behavioral Economics — Nudge Theory & Decision-Making

Behavioral economics integrates psychological insights into economic models of human decision-making, challenging the neoclassical assumption of perfectly rational "Homo economicus" and documenting systematic deviations

behavioral economics nudge theory prospect theory Thaler Sunstein Kahneman
G_4_25 Verified Modern Frameworks

G_4_25 — Space Settlement and Interplanetary Civilization

Space settlement theory addresses the technical, biological, and sociological requirements for establishing permanent self-sustaining human communities beyond Earth. The modern framework was established by physicist Gera

space settlement Mars colonization O'Neill cylinder space habitat Kardashev scale terraforming
G_3_02 Verified Modern Frameworks

G_3_02 — Simulation Theory

Simulation Theory proposes that our perceived reality is a computational simulation running on substrate beyond our direct observation. Bostrom's trilemma (2003) provides the logical scaffolding (Tier 1), quantization of

simulation Bostrom Adinkras James Gates Maya Philip K Dick
G_3_09 Verified Modern Frameworks

G_3_09 — Chaos Theory, Fractals, and Nonlinear Dynamics

Chaos theory is a branch of mathematics and physics studying how deterministic systems can produce unpredictable behavior due to extreme sensitivity to initial conditions — a concept popularized as the "butterfly effect.

chaos theory fractals nonlinear dynamics butterfly effect strange attractors Lorenz
G_3_06 Verified Modern Frameworks

G_3_06 — Systems Collapse and Complexity Theory Applied to Civilizations

This document examines Systems Collapse and Complexity Theory Applied to Civilizations, a topic within the Modern Frameworks research area. Key areas of investigation include Tainter's Foundational Thesis, The Western Ro

systems collapse complexity theory Joseph Tainter diminishing returns Peter Turchin cliodynamics
G_3_28 Verified Modern Frameworks

G_3_28 — Phlogiston Theory: Productive Fiction and the Birth of Chemistry

Phlogiston theory — developed by German chemist and physician Georg Ernst Stahl in the early 18th century — held that all combustible materials contain a fire-principle called phlogiston (from the Greek phlogistós, "burn

phlogiston Georg Stahl Lavoisier oxygen combustion calx
G_2_13 Credible Modern Frameworks

G_2_13 — Fractal Analysis of Ancient Structures and Settlements

Fractal analysis applies the mathematics of self-similar, scale-invariant geometry — developed by Benoît Mandelbrot (The Fractal Geometry of Nature, 1982) — to the study of ancient architectures, settlement patterns, and

fractal self-similarity scaling fractal dimension Hausdorff Mandelbrot
O_1_09 Credible Earth Anomalies

O_1_09 — Persinger's Tectonic Strain Theory and Geomagnetic Anomalies

Michael Persinger (1945–2018), a neuroscientist at Laurentian University (Sudbury, Ontario), developed the Tectonic Strain Theory (TST) — a hypothesis proposing that stress accumulating along geological fault zones produ

Michael Persinger tectonic strain theory TST geomagnetic anomaly piezoelectric triboluminescence