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.

59 results for "policy gradient" — page 3 of 3

ZG_2_07 Verified Linguistics & Communication

ZG_2_07 — Dead Languages: Extinction, Documentation, and Revival

A dead language is one that no longer has any native speakers — no community transmits it to children as a first language through normal intergenerational communication. Of the approximately 7,000 languages spoken today,

dead language extinct language language death language shift language revitalization dormant language
ZG_2_00 Linguistics & Communication

ZG_2_00 — Language Families History: Subfolder Summary

ZG_5_04 Verified Linguistics & Communication

ZG_5_04 — Writing System Reform: Simplified Chinese, Turkish Latin, Hangul

Writing system reforms — deliberate, planned changes to a language's script, orthography, or writing conventions — represent some of the most dramatic and consequential acts of language planning in history. Three landmar

writing system reform script reform simplified Chinese traditional Chinese Hangul Korean alphabet
ZG_4_19 Credible Linguistics & Communication

ZG_4_19 — Language Extinction Crisis

The world is experiencing an unprecedented crisis of linguistic diversity — of the approximately 7,168 living languages cataloged by Ethnologue (25th edition, 2022), an estimated 43% (3,045 languages) are classified as e

language death language extinction endangered languages language revitalization linguistic diversity UNESCO Atlas
ZB_5_13 Verified Ecology & Biology

ZB_5_13 — Ecological Economics: Valuing Nature's Services

Ecological economics is a transdisciplinary field that treats the human economy as a subsystem embedded within — and fundamentally dependent upon — the finite biophysical systems of the Earth, challenging the neoclassica

ecological economics ecosystem services natural capital steady-state economy externalities Costanza
ZC_3_20 Credible Social Science

ZC_3_20 — Universal Basic Income

Universal Basic Income (UBI) — a periodic cash payment delivered unconditionally to all members of a political community, without means-testing or work requirements — has moved from the fringes of economic debate to main

universal basic income UBI basic income guarantee negative income tax Milton Friedman automation
ZC_3_19 Credible Social Science

ZC_3_19 — Digital Divide and Information Inequality

The digital divide — the gap between populations with effective access to digital and information technologies and those without — has evolved from a simple binary (connected vs. unconnected) into a multi-dimensional fra

digital-divide information-inequality internet-access broadband digital-literacy global-south
ZC_2_08 Verified Social Science

ZC_2_08 — Demography and Population Studies

Demography is the scientific study of human population — its size, structure, distribution, and change through births, deaths, and migration. World population reached ~8 billion in November 2022 (UN), having grown from ~

demography population demographic transition fertility mortality aging
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
T_4_08 Verified Psychology & Social

T_4_08 — Behavioral Economics and Nudge Theory

Behavioral economics integrates psychology into economic models, challenging the rational agent (homo economicus) assumption of classical economics. The field was established by Daniel Kahneman and Amos Tversky's Prospec

behavioral economics nudge theory prospect theory Kahneman Tversky Thaler
ZD_2_06 Verified Information & Computation

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

AI ethics algorithmic bias fairness accountability transparency explainability
H_4_30 Credible Suppression & Thesis

H_4_30 — Fluoridation Controversy — Science & Politics

Community water fluoridation (CWF) — the deliberate addition of fluoride compounds (typically sodium fluorosilicate or fluorosilicic acid) to public water supplies at concentrations of 0.7 mg/L (the U.S. standard since 2

fluoridation fluoride water treatment dental caries neurotoxicity IQ
H_4_31 Verified Suppression & Thesis

H_4_31 — Media Ownership Concentration & Information Control

The progressive consolidation of media ownership in the United States and globally since the 1980s — from approximately 50 companies controlling the majority of American media in 1983 to effectively 6 major conglomerates

media ownership consolidation information control Telecommunications Act Big Six conglomerate
H_4_11 Verified Suppression & Thesis

H_4_11 — Classified Science and Declassified Programs

Governments routinely classify scientific and technical research on national security grounds, creating vast bodies of knowledge that are inaccessible to the public, the scientific community, and democratic oversight for

classified research declassification MKUltra Operation Paperclip Manhattan Project born secret
ZE_5_16 Verified Ethics & Applied Philosophy

ZE_5_16 — Climate Change Ethics: Responsibility, Justice, and Future Generations

Climate change ethics addresses the moral dimensions of anthropogenic global warming — a problem characterized by radical asymmetries of cause and effect, temporal scale, and vulnerability. The nations most responsible f

climate ethics climate justice intergenerational justice climate debt loss and damage carbon budget
ZE_4_02 Verified Ethics & Applied Philosophy

ZE_4_02 — Ethics of Punishment and Restorative Justice

The ethics of punishment asks what justifies the state in deliberately imposing suffering — imprisonment, fines, community service, or historically corporal and capital punishment — on individuals who violate the law. Fo

punishment retributivism deterrence incapacitation rehabilitation restorative justice
ZE_3_02 Verified Ethics & Applied Philosophy

ZE_3_02 — Bioethics and Medical Ethics

Bioethics — the systematic study of ethical issues arising from biological sciences and medicine — emerged as a formal discipline in the 1960s–70s in response to rapid medical advances (organ transplantation, intensive c

bioethics medical ethics informed consent autonomy beneficence nonmaleficence
S_2_18 Credible Future Technology

S_2_18 — Biosecurity and Dual-Use Research: Risks of Advanced Biotechnology

Biosecurity — the prevention of misuse of biological agents, technologies, and knowledge for hostile purposes — has become a critical concern as advances in synthetic biology, DNA synthesis, gene editing (CRISPR-Cas9), a

biosecurity dual-use-research gain-of-function synthetic-biology bioterrorism pandemic-preparedness
I_2_10 Verified UAP Disclosure

I_2_10 — Pentagon Task Force Timeline: From AATIP to AARO

The modern era of official U.S. government UAP investigation began in 2007 when the Defense Intelligence Agency (DIA) established the Advanced Aerospace Weapon System Applications Program (AAWSAP), later reorganized as t

AATIP UAPTF AARO AASWAP Pentagon DIA