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.
71 results for "support vector machine" — page 2 of 4
Q_4_05 — Modified Gravity Theories
Modified gravity theories propose that the observed discrepancies between luminous matter and gravitational dynamics — traditionally attributed to dark matter — instead result from a breakdown or modification of Newtonia
INTERDOC_60 — AI Consciousness and Moral Status: The Triadic Framework
As AI systems cross behavioral thresholds once considered markers of intelligence — passing bar exams at the 90th percentile (GPT-4, March 2023), solving protein folding (AlphaFold2, 2020), exhibiting emergent reasoning
INTERDOC_32 — AI, Consciousness, and the Ethical Frontier
[KEY FINDING] The alignment problem — ensuring that artificial intelligence systems pursue goals aligned with human values — has moved from science fiction to mainstream AI safety research. Stuart Russell (Human Compatib
ZC_5_16 — Computational Social Science: Big Data, Agent-Based Models, and Digital Behavioral Analysis
Computational social science (CSS) is the interdisciplinary field that applies computational methods — machine learning, natural language processing, network analysis, agent-based modeling, and large-scale data mining —
G_4_06 — Sound Healing — Evidence, Pseudoscience, and Ancient Practice
Sound healing occupies a uniquely contested space where genuine medical science, ancient spiritual practice, and modern pseudoscience coexist and often blur together. On one end, music therapy is FDA-recognized for pain
G_4_26 — Consciousness-Technology Integration
The intersection of consciousness studies and technology represents one of the most consequential frontiers of 21st-century science and philosophy. Brain-computer interfaces (BCIs), pioneered by researchers from Jacques
G_1_02 — Digital Archaeology: LiDAR, Remote Sensing, GIS, and AI in Discovery
Digital archaeology encompasses a suite of non-invasive and computational technologies that have revolutionised how sites are discovered, documented, and interpreted. Airborne LiDAR has revealed entire cities beneath tro
T_2_06 — Health Psychology and Stress
Health psychology investigates how psychological, behavioral, and social factors influence health, illness, and healthcare — integrating biological and psychosocial perspectives within the biopsychosocial model (Engel, 1
T_2_05 — Clinical Psychology: History and Foundations
Clinical psychology — the assessment, diagnosis, and treatment of mental disorders — evolved from ancient supernatural explanations of madness through institutional reform, the psychoanalytic revolution, behavioral and c
T_1_14 — Self-Determination Theory: Autonomy, Competence, Relatedness, and Intrinsic Motivation
Self-Determination Theory (SDT) — developed by Edward Deci and Richard Ryan (University of Rochester, 1985–present) — is one of the most influential and empirically supported theories of human motivation, proposing that
D_4_05 — LiDAR Archaeology: Revolutionary Remote Sensing Discoveries
LiDAR (Light Detection and Ranging) has transformed archaeology by enabling researchers to see through dense vegetation and map landscapes at centimeter-level resolution, revealing previously unknown structures, roads, c
ZD_1_01 — Algorithms, Computation, and the Limits of Knowledge
An algorithm is a finite, unambiguous sequence of instructions for solving a problem — a concept formalized independently by Alan Turing (Turing machine, 1936) and Alonzo Church (lambda calculus) in response to David Hil
ZD_1_10 — Automata Theory and Formal Languages
Automata theory studies abstract computational machines and the classes of languages they recognize, forming the mathematical backbone of computer science. The Chomsky hierarchy (1956–59) classifies formal languages into
ZD_1_05 — Computational Complexity: P vs NP and the Limits of Efficient Computation
Computational complexity theory classifies problems not by whether they can be solved, but by how efficiently they can be solved — and its central open question, P vs NP, is one of the seven Clay Millennium Prize Problem
ZD_5_02 — Digital Preservation and the Longevity of Knowledge
Digital preservation — the set of policies, strategies, and actions required to ensure continued access to digital information over time — addresses one of the great paradoxes of the information age: humanity is producin
ZD_4_03 — Numerical Methods and Scientific Computation: Algorithms for the Continuous World
Numerical methods are algorithms for approximately solving mathematical problems that lack closed-form analytical solutions — which is to say, most problems in science and engineering. From weather prediction to aircraft
ZD_2_16 — Federated Learning & Privacy-Preserving ML
Federated learning (FL) is a machine learning paradigm in which a model is trained across multiple decentralized devices or servers holding local data samples, without exchanging the raw data — the model comes to the dat
ZD_2_06 — Ethics of AI and Algorithmic Bias
AI ethics examines the moral implications of designing, deploying, and governing artificial intelligence systems, while algorithmic bias refers to systematic errors in automated decision-making that produce unfair outcom
ZD_2_03 — Natural Language Processing
Natural language processing (NLP) — the computational analysis, understanding, and generation of human language — spans rule-based, statistical, and neural approaches across tasks including machine translation, text clas
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
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