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.

137 results for "machine learning bias" — page 4 of 7

ZG_2_15 Verified Linguistics & Communication

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

language attrition first language attrition L1 attrition language loss heritage language incomplete acquisition
ZG_4_08 Verified Linguistics & Communication

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

language acquisition first language child language babbling one-word stage two-word stage
ZG_3_07 Verified Linguistics & Communication

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

animal communication birdsong whale song primate vocalization bee dance vervet alarm calls
ZG_3_02 Verified Linguistics & Communication

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

FOXP2 KE family speech language gene transcription factor chromosome 7
J_1_15 Verified Ancient Technology

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

Hero of Alexandria Heron aeolipile steam engine pneumatics automata
Q_2_10 Verified Cosmology & Physics

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

cosmic void large-scale structure galaxy survey cosmic web void galaxy Boötes void
Verified

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

artificial consciousness moral status IIT phi global workspace theory alignment problem phenomenal experience
Credible

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

artificial intelligence machine consciousness hard problem Chinese room Turing test alignment
Credible

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

Earth school soul curriculum consciousness evolution reincarnation learning NDE life review bardo rebirth

InterDoc: Productive Fictions — Real Effects from Nonexistent Referents

productive fictions false theories phlogiston caloric luminiferous aether imaginary numbers
ZB_1_09 Verified Ecology & Biology

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

tool use animal cognition crow New Caledonian crow chimpanzee orangutan
ZB_1_17 Credible Ecology & Biology

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

cognitive-ecology animal-decision-making optimal-foraging bounded-rationality heuristics brain-size
ZB_1_08 Verified Ecology & Biology

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

cephalopod octopus squid cuttlefish intelligence cognition
ZB_1_10 Verified Ecology & Biology

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

animal communication vocalization birdsong whale song vocal learning language
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
ZC_1_17 Credible Social Science

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

conspiracy theory conspiracism misinformation social psychology epistemic threat motivated reasoning
ZC_1_13 Verified Social Science

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

prejudice discrimination stereotypes implicit bias IAT racism
G_4_06 Verified Modern Frameworks

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

sound healing vibroacoustic therapy binaural beats 110 Hz music therapy Tibetan singing bowls
G_4_26 Credible Modern Frameworks

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

consciousness-technology brain-computer-interface neural-prosthetics transhumanism mind-uploading extended-mind
G_4_14 Verified Modern Frameworks

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

replication crisis reproducibility p-hacking HARKing publication bias open science