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Gwern.net newsletter (Substack subscription page)
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‘newsletter’ directory
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January 2018 News
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February 2018 News
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March 2018 News
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April 2018 News
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May 2018 News
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June 2018 News
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July 2018 News
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August 2018 News
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September 2018 News
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October 2018 News
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November 2018 News
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December 2018 News
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2017 News
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2016 News
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2015 News
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changelog#2018
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Danbooru2017 Is a Large-Scale Anime Image Database With 2.9m+ Images Annotated With 77.5m+ Tags; It Can Be Useful for Machine Learning Purposes such as Image Recognition and Generation.
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embryo-selection#overview-of-major-approaches
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embryo-selection#faq-frequently-asked-questions
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embryo-selection#multi-stage-selection
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embryo-selection#gamete-selection
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Embryo Selection For Intelligence § Optimal Stopping/Search
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embryo-selection#robustness-of-utility-weights
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Laws of Tech: Commoditize Your Complement
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SMPY Bibliography
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Cat Psychology & Domestication: Are We Good Owners?
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Origins of Innovation: Bakewell & Breeding
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MLP: Immanetizing The Equestrian
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How Many Computers Are In Your Computer?
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On the Existence of Powerful Natural Languages
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July 2018-January 2019 Gwern.net Traffic Statistics
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2018 Gwern.net Site Traffic (Comparison With 2017)
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2017 News § Overview
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https://www.reddit.com/r/reinforcementlearning/comments/7noder/meta_rrl_subreddit_traffic_substantial_increase/
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Uber Insiders Describe Questionable Decisions in Self-Driving-Car Group
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https://www.ntsb.gov/investigations/AccidentReports/Reports/HWY18MH010-prelim.pdf
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Appendix F: Personal Observations on the Reliability of the Shuttle
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The Unilateralist’s Curse and the Case for a Principle of Conformity
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Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals
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Genomic prediction of cognitive traits in childhood and adolescence
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2018-allegrini-figure2-iqpgs-mtaggsem.png
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Genetic Endowments and Wealth Inequality
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Genes, Education, and Labor Market Outcomes: Evidence from the Health and Retirement Study
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Polygenic Score Analysis Of Educational Achievement And Intergenerational Mobility
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Genetic Consequences of Social Stratification in Great Britain
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Genetic analysis of social-class mobility in five longitudinal studies
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The Genetics of Success: How Single-Nucleotide Polymorphisms Associated With Educational Attainment Relate to Life-Course Development
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Genetics & the Geography of Health, Behavior, and Attainment
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Consumer Genomics Will Change Your Life, Whether You Get Tested or Not
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https://web.archive.org/web/20190131015556/https://www.gnxp.com/WordPress/2018/08/26/there-could-be-100-million-genotyping-kits-sold-by-january-1st-2020/
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Genomic risk prediction of coronary artery disease in nearly 500,000 adults: implications for early screening and primary prevention
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2018-inouye-cad-riskprediction.png
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Genome-Wide Polygenic Scores for Common Diseases Identify Individuals With Risk Equivalent to Monogenic Mutations
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2018-khera-fig23-pgsprediction.png
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The Personal and Clinical Utility of Polygenic Risk Scores
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https://www.nejm.org/doi/full/10.1056/NEJMoa1804710
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Comparison of Genotypic and Phenotypic Correlations: Cheverud’s Conjecture in Humans
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A COMPARISON OF GENETIC AND PHENOTYPIC CORRELATIONS
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1995-roff.pdf
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2008-kruuk.pdf
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Testing Cheverud’s Conjecture For Behavioral Correlations And Behavioral Syndromes
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How Synthetic Biology Will Help Me Live Forever
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Chinese Researcher Claims First Gene-Edited Babies
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Gene-Editing Chinese Scientist Kept Much of His Work Secret
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Amid Uproar, Chinese Scientist Defends Creating Gene-Edited Babies
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Opinion: The First CRISPRed Babies Are Here, What's Next?
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Metaphase II Oocytes from Human Unilaminar Follicles Grown in a Multi-Step Culture System
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These Lab-Grown Human Eggs Could Combat Infertility—If They Prove Healthy
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Generation of Human Oogonia from Induced Pluripotent Stem Cells in Vitro
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The ‘Game-Changing’ Technique to Create Babies from Skin Cells Just Stepped Forward
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Same-Sex Mice Parents Give Birth to Healthy Brood
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Genomic Selection in Dairy Cattle: The USDA Experience
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2017-wiggans-dairyselection-figure1-genotypingincreasesince2009.png
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2017-wiggans-dairyselection-table4-predictionaccuracyincreases.png
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2017-wiggans-dairyselection-figure5-increasingeconomicvalue.png
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Barbra Streisand Is Not Alone. At a South Korean Laboratory, an Once-Disgraced Doctor Is Replicating Hundreds of Deceased Pets for the Rich and Famous. It’s Made for More Than a Few Questions of Bioethics.
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Early Canid Domestication: The Farm-Fox Experiment: Foxes bred for tamability in a 40-year experiment exhibit remarkable transformations that suggest an interplay between behavioral genetics and development
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https://www.nature.com/articles/s41559-018-0611-6
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Friendly Foxes' Genes Offer Hints to How Dogs Became Domesticated
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Tryon’s Rat Experiment
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Genetic Experiments With Animal Learning: A Critical Review
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1940-tryon-figure4-mazebrightdullrats-distributions.png
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Besting Johnny Appleseed: With a few tricks, and a lot of patience, fruit geneticists are undoing the work of an American legend
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https://www.nature.com/articles/nbt.4245
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Polygenicity of complex traits is explained by negative selection
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Common schizophrenia alleles are enriched in mutation-intolerant genes and in regions under strong background selection
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Mega-analysis of 31,396 individuals from 6 countries uncovers strong gene-environment interaction for human fertility
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https://www.nature.com/articles/s41598-018-30387-9
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https://www.nature.com/articles/s41467-018-04191-y
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Evidence of a nonadaptive buildup of mutational load in human populations over the past 40,000 years
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Large Scale GAN Training for High Fidelity Natural Image Synthesis
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BigGAN-PyTorch: The Author’s Officially Unofficial PyTorch BigGAN Implementation
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https://x.com/search?f=tweets&vertical=default&q=BigGAN&src=typd
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https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/biggan_generation_with_tf_hub.ipynb#scrollTo=Cd1dhL4Ykbm7
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Artbreeder
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https://x.com/quasimondo/status/1064230996793614338
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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Open Sourcing BERT: State-Of-The-Art Pre-Training for Natural Language Processing
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Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning
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Large-Scale Visual Speech Recognition
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Reward learning from human preferences and demonstrations in Atari
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Style2Paints GitHub repository
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Two-stage Sketch Colorization
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https://www.reddit.com/r/anime/comments/9yjl41/ocfanart_created_a_bot_to_colorize_this_line/
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https://www.reddit.com/r/MachineLearning/comments/9xy4j0/p_style2paints_v4_finally_released_help_artists/
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https://x.com/hashtag/style2paints?f=tweets&vertical=default
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Reddit: Reinforcement Learning subreddit
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https://www.reddit.com/r/DecisionTheory/
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https://openai.com/research/openai-five
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https://www.reddit.com/r/reinforcementlearning/comments/8tqzvq/openai_dota_update_ppo_lstm_reaches_amateurlevel/
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https://openai.com/research/openai-five-benchmark-results
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https://www.reddit.com/r/reinforcementlearning/comments/94uziv/openai_five_benchmark_crushes_audience_team/
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https://openai.com/research/the-international-2018-results
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https://www.reddit.com/r/reinforcementlearning/comments/99ieuw/n_first_openai_oa5_dota2_match_begins/
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https://www.reddit.com/r/reinforcementlearning/comments/99thy9/openais_oa5_vs_pro_dota2_matches_at_the/
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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
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https://www.reddit.com/r/reinforcementlearning/comments/a3rbm3/alphazero_shedding_new_light_on_the_grand_games/
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World Models
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https://worldmodels.github.io/#google
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ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning
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Planning Chemical Syntheses With Deep Neural Networks and Symbolic AI
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Learning Dexterous In-Hand Manipulation
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Learning Dexterity [Blog]
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Learning Dexterity
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Learning Dexterity: Uncut
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Safety-First AI for Autonomous Data Center Cooling and Industrial Control
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https://patentimages.storage.googleapis.com/57/53/22/91b8a6792dbb1e/US20180204116A1.pdf#deepmind
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Unicorn: Continual Learning with a Universal, Off-policy Agent
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IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
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Scalable Agent Architecture for Distributed Training
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Multi-task Deep Reinforcement Learning with PopArt
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Preserving Outputs Precisely While Adaptively Rescaling Targets
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The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
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WBE & DRL: a Middle Way of imitation learning on brains
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Many Labs 2: Investigating Variation in Replicability Across Sample and Setting
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Is ‘Evidence-Based Development’ Writing a Cheque Its Methodology Can’t Cash?
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A Rational Choice Framework for Collective Behavior
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Disentangling Bias and Variance in Election Polls
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https://journals.sagepub.com/doi/10.1177/2515245917747646
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https://ctlj.colorado.edu/wp-content/uploads/2015/08/Meyer-final.pdf
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Teacher expectations and self-fulfilling prophecies: knowns and unknowns, resolved and unresolved controversies
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We’ve Been Here Before: The Replication Crisis over the Pygmalion Effect
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https://www.science.org/doi/10.1126/science.aaf0918
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https://www.science.org/content/article/about-40-economics-experiments-fail-replication-survey-rev2
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Agreement of treatment effects for mortality from routinely collected data and subsequent randomized trials: meta-epidemiological survey
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How Often Does Correlation=Causality?
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Tacit Knowledge, Trust and the Q of Sapphire
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https://www.washingtonexaminer.com/magazine/2087681/dagger-and-swagger/
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Toward a Theory of Revolution
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2019-chen.pdf
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The Elusive Backfire Effect: Mass Attitudes’ Steadfast Factual Adherence
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Once, the Fight against Pornography Was the Beating Heart of the American Culture War. Now Porn Is a Ballooning Industry—And Maybe a Harmful One—With No Real Opponents. What Happened?
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Legalizing Marijuana and Gay Marriage Seemed Impossible
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On Conspiracies
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Violence and the Sacred: College as an incubator of Girardian terror
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Book Review: History Of The Fabian Society
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Sort By Controversial
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2018-norpoth.pdf
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https://www.nytimes.com/2018/09/21/opinion/the-dangers-of-dna-testing.html
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NIST Interlaboratory Studies Involving DNA Mixtures (MIX05 and MIX13): Variation Observed and Lessons Learned
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Why Do Humans Reason? Arguments for an Argumentative Theory
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_Human Intelligence_: Chapter 10, What Use Is Intelligence?
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Psychology’s Racism-Measuring Tool Isn’t Up to the Job
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https://royalsocietypublishing.org/doi/10.1098/rsos.180390
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An Evaluation (and Vindication?) of Lewis Terman: What the Father of Gifted Education Can Teach the 21st Century
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Personality, IQ, and lifetime earnings
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Effects of the Tennessee Prekindergarten Program on children’s achievement and behavior through third grade
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The Iron Law Of Evaluation And Other Metallic Rules
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Is Romantic Desire Predictable? Machine Learning Applied to Initial Romantic Attraction
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Academic Achievement across the Day: Evidence from Randomized Class Schedules
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Are Bigger Brains Smarter? Evidence From a Large-Scale Preregistered Study
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https://www.nejm.org/doi/full/10.1056/NEJMoa1715474
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Infant Deaths Fall Sharply in Africa With Routine Antibiotics
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The Epic Saga of The Well
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Digitization Promises to Make Medical Care Easier and More Efficient. But Are Screens Coming between Doctors and Patients?
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The Untold Story of NotPetya, the Most Devastating Cyberattack in History
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Augur: a Decentralized Oracle and Prediction Market Platform (v2.0)
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Measuring Consumer Sensitivity to Audio Advertising: A Field Experiment on Pandora Internet Radio
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Pandora Learns the Cost of Ads, and of Subscriptions
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Banner Ads Considered Harmful
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The Effect of Ad Blocking on User Engagement with the Web
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What Technology Wants: Chapter 11, Lessons of Amish Hackers
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https://www.amazon.com/What-Technology-Wants-Kevin-Kelly/dp/0143120174
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2018-07-25-johnbackus-howdecentralizationevolves.html
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Revisiting ‘The Rise and Decline’ in a Population of Peer Production Projects
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Is English Wikipedia’s ‘Rise and Decline’ Typical?
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‘StarCraft II': How Blizzard Brought the King of E-Sports Back From the Dead: The Complete Story of How One of E-Sports’s Biggest Franchises, Rose, Fell, and May yet Live Again
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https://www.newyorker.com/magazine/2018/07/09/ice-poseidons-lucrative-stressful-life-as-a-live-streamer
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Taxi Industry Regulation, Deregulation, and Reregulation: The Paradox of Market Failure
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Forty Ways the World Is Getting Better
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2000-west.pdf
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How E-Commerce Is Transforming Rural China: JD.com Is Expanding Its Consumer Base With Drone Delivery and Local Recruits Who Can Exploit Villages’ Tight-Knit Social Networks to Drum up Business
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https://www.wired.com/story/kill-list-dark-web-hitmen/
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2018-biasi.pdf
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‘copyright’ directory
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Five-Hundred Life-Saving Interventions and Their Cost-Effectiveness
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Last Call
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https://radiolab.org/podcast/91725-words/transcript
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The Comforting Fictions of Dementia Care
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Loyal to the Group of 17’s Story—The Just Man
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Lu Chi’s The Art of Writing
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Axe Handles
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The Slaughterhouse of Literature
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Graphs, Maps, Trees: Abstract Models for a Literary History § Chapter 3: Trees
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Adventures of a Man of Science
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Touhou Lossless Music Collection: TLMC V.19 (2018.01.01)
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https://1d4chan.org/wiki/Tale_of_an_Industrious_Rogue,_Part_I
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https://1d4chan.org/wiki/Tale_of_an_Industrious_Rogue,_Part_II
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https://1d4chan.org/wiki/Tale_of_an_Industrious_Rogue,_Part_III
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A Philosophy of ‘Permadeath’ in the Multiuser Dungeon
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The Hours
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The Clock, Part 1: Introduction
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The Clock, Part 2: Matineé
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Slow Tuesday Night
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The Hyperbolic Time Chamber & Brain Emulation
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Losing Your Grip: Futility and Dramatic Necessity in _Shadow of the Colossus_
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Well Played 1.0
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Time War // Briefing for Neolemurian Agents – Vast Abrupt
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Imperialism, Translation, Gunbuster (Introduction)
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Imperialism, Translation, Gunbuster (Episode One)
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Imperialism, Translation, Gunbuster (Episode Two – NSFW)
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Imperialism, Translation, Gunbuster (Episode Three)
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Imperialism, Translation, Gunbuster (Episode Four)
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Imperialism, Translation, Gunbuster (Episode Five)
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Imperialism, Translation, Gunbuster (Episode Six)
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https://www.amazon.com/McNamaras-Folly-Low-IQ-Troops-Vietnam-ebook/dp/B0108H60MG/
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https://www.amazon.com/Bad-Blood-Secrets-Silicon-Startup/dp/152473165X
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https://www.amazon.com/Vaccinators-Smallpox-Medical-Knowledge-Opening/dp/0804786909
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book#the-vaccinators-jannetta-2007
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https://www.amazon.com/Cat-Sense-Feline-Science-Better/dp/0465031013
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DARPA and the Quest for Machine Intelligence, 1983–1993
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ARPA and SCI: Surfing AI
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1984-tidman-theoperationsevaluationgroup.pdf
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1978-brower-fujiwarateikas100poemsequence.pdf
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movie#kedi
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movie#a-quiet-place
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movie#conan-the-barbarian
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August 2018 News § Ant-Man and the Wasp
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anime#kurozuka
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