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.
137 results for "machine learning bias" — page 4 of 7
ZG_2_15 — Language Attrition: How First Languages Are Lost
Language attrition — the process by which a previously acquired language is gradually lost by an individual speaker due to reduced use and exposure — is one of the most fascinating and practically important phenomena in
ZG_4_08 — Language Acquisition: How Children Learn Language
The process by which children acquire their first language — apparently effortlessly, without formal instruction, and to a level of grammatical sophistication no adult second-language learner typically achieves — is one
ZG_3_07 — Animal Communication Systems: Birdsong, Whale Song, Primate Calls
Animal communication systems — the diverse repertoires of signals (vocal, visual, chemical, tactile, electrical) by which non-human species transmit information — have been the subject of intensive study both for their o
ZG_3_02 — FOXP2 and the Genetics of Language
FOXP2 (Forkhead Box Protein P2) is the first gene directly linked to human speech and language ability, located on chromosome 7q31 and encoding a transcription factor that regulates hundreds of downstream genes involved
J_1_15 — Hero of Alexandria: Ancient Steam, Pneumatics, and Automation
Hero of Alexandria (Ἥρων ὁ Ἀλεξανδρεύς, c. 10–70 CE) was a Greek mathematician, engineer, and inventor working in Roman-era Alexandria who designed and documented an extraordinary range of mechanical devices — including
Q_2_10 — Cosmic Voids and Large-Scale Structure
Cosmic voids are the most voluminous structures in the universe — vast, roughly spherical regions of space spanning 20–300 Mpc (65–1,000 million light-years) that contain far fewer galaxies than average. Together with fi
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
INTERDOC_78 — Earth School: The Hypothesis That Physical Life Is a Consciousness Curriculum
The "Earth School" metaphor captures a cluster of related beliefs held across the world's major spiritual traditions: that human life is a deliberate experience, that souls choose or are guided into incarnation for speci
InterDoc: Productive Fictions — Real Effects from Nonexistent Referents
ZB_1_09 — Tool Use in Animals
Tool use — defined as the deployment of an external object to alter the form, position, or condition of another object or organism — was once considered uniquely human. Since Jane Goodall's 1960 observation of chimpanzee
ZB_1_17 — Cognitive Ecology and Animal Decision-Making
Cognitive ecology — the study of how animals' cognitive abilities (perception, learning, memory, decision-making) have been shaped by the ecological challenges they face — bridges behavioral ecology, comparative psycholo
ZB_1_08 — Cephalopod Intelligence and Cognition
Cephalopods — octopuses, squid, cuttlefish, and nautiluses — represent the pinnacle of invertebrate cognitive evolution, having independently evolved complex brains and sophisticated behaviors along a lineage that diverg
ZB_1_10 — Sound Communication and Animal Vocalization
Sound communication is one of the most versatile and widespread signaling modalities in the animal kingdom, spanning frequencies from infrasound (elephants: ~14 Hz, traveling kilometers through air and ground) to ultraso
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
ZC_1_17 — Conspiracy Theory Epidemiology: Why People Believe and How Conspiracism Spreads
Conspiracy theories — explanatory frameworks that attribute significant events to the secret machinations of powerful, malevolent groups — are not a modern pathology but a recurring feature of human cognitive and social
ZC_1_13 — Psychology of Prejudice and Discrimination
Prejudice — negative attitudes toward a group and its members — operates through cognitive (stereotypes), affective (prejudice), and behavioral (discrimination) components. Research reveals both overt and subtle forms of
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_4_14 — Replication Crisis and What It Means for Ancient Claims
The replication crisis refers to the discovery, beginning in the early 2010s, that a substantial proportion of findings published in peer-reviewed scientific journals — particularly in psychology, social science, and bio
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