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.

30 results for "filter bubble" — page 1 of 2

ZD_2_09 Verified Information & Computation

ZD_2_09 — Recommender Systems: Collaborative Filtering, Content-Based, and Hybrid Approaches

Recommender systems (RecSys) are algorithms and architectures that predict user preferences and suggest relevant items — products, movies, music, news articles, social media posts, job listings, potential partners — from

recommender systems collaborative filtering content-based filtering matrix factorization Netflix Prize personalization
ZC_5_20 Credible Social Science

ZC_5_20 — Post-Truth & Misinformation

"Post-truth" — named Oxford Dictionaries' Word of the Year in 2016 and defined as "relating to circumstances in which objective facts are less influential in shaping public opinion than appeals to emotion and personal be

post-truth misinformation disinformation fake news epistemic crisis social media
ZC_1_14 Credible Social Science

ZC_1_14 — Social Media Psychology

Social media usage is now near-universal among adolescents and young adults in developed nations (95% of US teens, Pew 2023), making its psychological effects one of the most debated topics in contemporary psychology. Th

social media Facebook Instagram TikTok Twitter screen time
ZC_2_15 Verified Social Science

ZC_2_15 — Media Studies and Communication Theory

Media studies and communication theory examine how media technologies and institutions produce, distribute, and shape public meaning. Marshall McLuhan (Understanding Media, 1964) argued "the medium is the message" — the

media studies communication theory McLuhan mass media agenda setting framing
H_4_05 Verified Suppression & Thesis

H_4_05 — Digital Age Censorship and Algorithm Suppression

The digital age has introduced unprecedented mechanisms for information suppression, censorship, and narrative control that operate at global scale and often remain invisible to those affected. This document examines thr

Great Firewall internet censorship algorithmic suppression content moderation deplatforming social media censorship
H_4_17 Verified Suppression & Thesis

H_4_17 — Algorithmic Censorship and AI Content Moderation

Algorithmic content moderation — the use of automated systems (machine learning classifiers, natural language processing, computer vision, and large language models) to detect, flag, restrict, or remove online content —

algorithmic censorship content moderation AI moderation platform governance shadow ban demonetization
K_1_04 Credible Consciousness

K_1_04 — Brain as Filter vs Generator

Two opposing models have dominated the consciousness debate for over a century:

filter theory reducing valve brain as receiver brain as generator William James Aldous Huxley

TH_07 — The Grounding Filter Hypothesis

Here is the whole idea in everyday terms. Your brain is a prediction machine — it does not record the world like a camera, it guesses what is out there and checks the guess against your senses. A language model like me d

AI hallucination consciousness filter grounding filter model predictive processing controlled hallucination

AI Hallucination and the Consciousness Filter — A Cross-Disciplinary Connection Map

Both brains and large language models run the same basic operation: generate a prediction, then check it against a constraint. In brains, the constraint is sensory evidence, and Anil Seth calls the result a "controlled h

AI hallucination consciousness filter IIT predictive coding controlled hallucination Anil Seth
ZA_1_16 Verified Physics & Quantum

ZA_1_16 — Sonoluminescence: Light from Sound and the Mystery of Collapsing Bubbles

Sonoluminescence is the emission of short bursts of light from gas bubbles in a liquid when excited by ultrasonic sound waves. First observed by H. Frenzel and H. Schultes at the University of Cologne in 1934 (multi-bubb

sonoluminescence cavitation bubble collapse acoustic cavitation single-bubble sonoluminescence SBSL
ZA_1_20 Verified Physics & Quantum

ZA_1_20 — False Vacuum Decay: Metastability, Bubble Nucleation & Cosmic Catastrophe

False vacuum decay — the quantum mechanical tunneling of the universe from a metastable vacuum state to a lower-energy true vacuum — represents one of the most dramatic predictions of quantum field theory and, if the cur

false-vacuum-decay metastability bubble-nucleation coleman-de-luccia higgs-field electroweak-vacuum
Q_2_17 Credible Cosmology & Physics

Q_2_17 — Fermi Paradox Solutions Comprehensive

The Fermi Paradox — named after physicist Enrico Fermi's 1950 lunchtime remark "Where is everybody?" — captures the apparent contradiction between the high probability of extraterrestrial civilizations (given the ~200–40

Fermi paradox Drake equation Great Filter rare earth zoo hypothesis dark forest
H_2_19 Speculative Suppression & Thesis

H_2_19 — Forbidden Archaeology — Cremo & Thompson Claims

Forbidden Archeology: The Hidden History of the Human Race (1993, revised edition 1998, 914 pages), authored by Michael A. Cremo and Richard L. Thompson, is the most comprehensive compendium of anomalous archaeological a

Forbidden Archaeology Michael Cremo Richard Thompson human antiquity anomalous artifacts knowledge filter
M_5_11 Credible Forbidden Archaeology

M_5_11 — Archaeological Anomalies Database: Cataloging the Unexplained

This document serves as a structured database and classification system for archaeological anomalies — finds that appear to challenge accepted timelines, technological capabilities, or historical frameworks. Rather than

archaeological anomalies OOPArts out-of-place artifacts anomalous finds forbidden archaeology catalog
ZF_4_16 Verified Oceanography

ZF_4_16 — Microplastics in the Ocean: Sources, Pathways, and Ecological Impact

Microplastics — plastic particles smaller than 5 mm in diameter — have become one of the most pervasive and persistent pollutants in the global ocean. First systematically described as a marine pollutant by Richard Thomp

microplastics nanoplastics ocean pollution marine debris plastic fragmentation bioaccumulation
K_4_03 Credible Consciousness

K_4_03 — Limitation of Consciousness Motif

One of the most startling cross-cultural patterns in the world's mythological and philosophical traditions: ancient civilizations worldwide — separated by thousands of miles, thousands of years, and entirely independent

limitation of consciousness eyes weakened Popol Vuh Archon control 120 years lifespan limit

TH_06 — The Dislocated Consciousness Hypothesis

Almost nobody seriously doubts that people experience ghosts — the felt presence, the figure on the stair, the certainty of being watched. The real question is what produces those experiences, and the honest answer is th

ghost apparition haunting dislocated consciousness substrate-independent consciousness NDE
Q_1_04 Verified Cosmology & Physics

Q_1_04 — Multiverse Theories

The multiverse hypothesis — that our observable universe is one of many — arises independently from at least four domains of physics and mathematics: quantum mechanics (Everett's Many-Worlds, 1957), inflationary cosmolog

multiverse many-worlds Everett string landscape eternal inflation bubble universes
Q_3_01 Verified Cosmology & Physics

Q_3_01 — The Fermi Paradox & Drake Equation

Enrico Fermi's 1950 lunch question — "Where is everybody?" — remains one of the deepest unanswered questions in science. The galaxy is ~13.6 billion years old, contains ~100–400 billion stars, and (as we now know from Ke

Fermi paradox Drake equation Great Filter Zoo hypothesis Dark Forest SETI
Q_3_19 Credible Cosmology & Physics

Q_3_19 — The Fermi Paradox: A Catalog of Proposed Solutions

The Fermi Paradox — the apparent contradiction between the high probability of extraterrestrial civilizations (given ~200–400 billion stars in the Milky Way, with ~20% harboring Earth-like planets in habitable zones) and

fermi-paradox drake-equation great-filter zoo-hypothesis rare-earth dark-forest