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1. Gwern.net newsletter (Substack subscription page)

2. ​ ‘newsletter’ directory

3. ​ January 2017 News

4. ​ February 2017 News

5. ​ March 2017 News

6. ​ April 2017 News

7. ​ May 2017 News

8. ​ June 2017 News

9. ​ July 2017 News

10. ​ August 2017 News

11. ​ September 2017 News

12. ​ October 2017 News

13. ​ November 2017 News

14. ​ December 2017 News

15. ​ 2016 News

16. ​ 2015 News

17. ​ The Kelly Coin-Flipping Game: Exact Solutions

18. ​ ‘Story Of Your Life’ Is Not A Time-Travel Story

19. ​ Banner Ads Considered Harmful

20. ​ The Neural Net Tank Urban Legend

21. ​ Calculating The Gaussian Expected Maximum

22. ​ traffic#july-2017january-2018

    [Transclude the forward-link's context]

23. AlphaGo Zero: Mastering the game of Go without human knowledge

24. Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

25. Wasserstein GAN

26. Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks

27. Progressive Growing of GANs for Improved Quality, Stability, and Variation

28. Generative Adversarial Imitation Learning

29. https://www.reddit.com/r/reinforcementlearning/comments/7noder/meta_rrl_subreddit_traffic_substantial_increase/

30. https://www.reddit.com/r/reinforcementlearning/search?q=flair%3AMetaRL&restrict_sr=on&sort=top&t=year

31. https://www.reddit.com/r/reinforcementlearning/search?q=flair%3ARobot&sort=top&restrict_sr=on&t=year

32. https://www.reddit.com/r/reinforcementlearning/search?q=flair%3AI&restrict_sr=on&t=year

33. https://www.reddit.com/r/reinforcementlearning/search?q=flair%3AM+flair%3ARobot&restrict_sr=on&sort=top&t=year

34. The new genetics of intelligence

35. A combined analysis of genetically correlated traits identifies 107 loci associated with intelligence

36. A combined analysis of genetically correlated traits identifies 187 loci and a role for neurogenesis and myelination in intelligence

37. Accurate Genomic Prediction Of Human Height

38. Genomic analysis of family data reveals additional genetic effects on intelligence and personality

39. Genome-wide association meta-analysis of 78,308 individuals identifies new loci and genes influencing human intelligence

40. Multi-trait analysis of genome-wide association summary statistics using MTAG

41. Genome-wide genetic data on ~500,000 UK Biobank participants

42. An atlas of genetic associations in UK Biobank

43. Gene ATLAS Is a Large Database of Associations between Hundreds of Traits and Millions of Variants Using the UK Biobank Cohort

44. Phenome-wide Heritability Analysis of the UK Biobank

45. Common risk variants identified in autism spectrum disorder

46. Quantifying the impact of rare and ultra-rare coding variation across the phenotypic spectrum

47. The nature of nurture: effects of parental genotypes

48. Estimating heritability without environmental bias

49. 10 Years of GWAS Discovery: Biology, Function, and Translation

50. Researchers Have Demonstrated They Can Efficiently Improve the DNA of Human Embryos

51. CRISPR/Cas9-Mediated Gene Editing in Human Zygotes Using Cas9 Protein

52. Correction of a pathogenic gene mutation in human embryos

53. Beyond Editing to Writing Large Genomes

54. A New Way to Reproduce

55. 2017-normile.pdf

56. https://www.nature.com/articles/548272a

57. 2017-scheufele.pdf

58. Eugenics 2.0: We’re at the Dawn of Choosing Embryos by Health, Height, and More

59. A 100-Year Review: Methods and Impact of Genetic Selection in Dairy Cattle—From Daughter-Dam Comparisons to Deep Learning Algorithms

60. Selection against variants in the genome associated with educational attainment

61. 2017-kong-iceland-education-dysgenics.png

62. Natural Selection Making ‘Education Genes’ Rarer, Says Icelandic Study: Researchers Say That While the Effect Corresponds to a Small Drop in IQ per Decade, over Centuries the Impact Could Be Profound

63. Mortality Selection in a Genetic Sample and Implications for Association Studies

64. 2016-domingue-usa-education-dysgenics.png

65. Signatures of Negative Selection in the Genetic Architecture of Human Complex Traits

66. Patterns of shared signatures of recent positive selection across human populations

67. The genomic health of ancient hominins

68. You and Some ‘Cavemen’ Get a Genetic Checkup

69. Detecting polygenic adaptation in admixture graphs

70. Soft sweeps are the dominant mode of adaptation in the human genome

71. An evolutionary compass for elucidating selection mechanisms shaping complex traits

72. Linkage disequilibrium-dependent architecture of human complex traits shows action of negative selection

73. Quantification of frequency-dependent genetic architectures and action of negative selection in 25 UK Biobank traits

74. CycleGAN: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

75. Unsupervised Machine Translation Using Monolingual Corpora Only

76. CycleGAN, a Master of Steganography

77. Progressive Growing of GANs for Improved Quality, Stability, and Variation

78. ProGAN: Progressive Growing of GANs for Improved Quality, Stability, and Variation [Video]

79. StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

80. Martinarjovsky/WassersteinGAN

81. Learning human behaviors from motion capture by adversarial imitation

82. Deep Q-learning from Demonstrations

83. Inferring and Executing Programs for Visual Reasoning

84. Hard Mixtures of Experts for Large Scale Weakly Supervised Vision

85. A simple neural network module for relational reasoning

86. A Neural Approach to Relational Reasoning

87. Attention Is All You Need

88. One Model To Learn Them All

89. A Year in Computer Vision

90. Reddit: Reinforcement Learning subreddit

91. https://www.reddit.com/r/DecisionTheory/

92. https://www.reddit.com/r/reinforcementlearning/comments/778vbk/mastering_the_game_of_go_without_human_knowledge/

93. Thinking Fast and Slow with Deep Learning and Tree Search

94. Learning From Scratch by Thinking Fast and Slow With Deep Learning and Tree Search

95. Learning Generalized Reactive Policies using Deep Neural Networks

96. https://www.reddit.com/r/reinforcementlearning/comments/7hvin5/mastering_chess_and_shogi_by_selfplay_with_a/

97. Reinforcement Learning As Classification: Leveraging Modern Classifiers

98. Learning model-based planning from scratch

99. Imagination-Augmented Agents for Deep Reinforcement Learning

100. Agents That Imagine and Plan

101. Path Integral Networks: End-to-End Differentiable Optimal Control

102. Value Prediction Network

103. Prediction and Control with Temporal Segment Models

104. Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning

105. Model-based Adversarial Imitation Learning

106. Deep Visual Foresight for Planning Robot Motion

107. Recurrent Environment Simulators

108. Machine Learning for Systems and Systems for Machine Learning

109. The Case for Learned Index Structures

110. Deep reinforcement learning from human preferences

111. Learning through human feedback [blog]

112. Learning from Human Preferences

113. SMASH: One-Shot Model Architecture Search through HyperNetworks

114. Bayesian Reinforcement Learning: A Survey

115. Deep Reinforcement Learning

116. TreeQN & ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning

117. https://repository.essex.ac.uk/4117/1/MCTS-Survey.pdf

118. A Tutorial on Thompson Sampling

119. Deep Reinforcement Learning that Matters

120. Discontinuation and Nonpublication of Randomized Clinical Trials Conducted in Children

121. It Is an Industry like No Other, With Profit Margins to Rival Google—And It Was Created by One of Britain's Most Notorious Tycoons: Robert Maxwell.

122. Proceeding From Observed Correlation to Causal Inference: The Use of Natural Experiments

123. A long journey to reproducible results: Replicating our work took four years and 100,000 worms but brought surprising discoveries

124. Impact of genetic background and experimental reproducibility on identifying chemical compounds with robust longevity effects

125. Daryl Bem Proved ESP Is Real. Which Means Science Is Broken.

126. Reconstruction of a Train Wreck: How Priming Research Went off the Rails

127. Sapping Attention: "Peer Review" Is Younger Than You Think. Does That Mean It Can Go Away?

128. https://www.the-tls.co.uk/literature/reference/alternative-to-peer-review-essay-timothy-gowers

129. 2017-adams.pdf

130. A Conceptual Introduction to Hamiltonian Monte Carlo

131. ​ How Often Does Correlation=Causality?

132. Bias and high-dimensional adjustment in observational studies of peer effects

133. https://pdfs.semanticscholar.org/2576/fd36efa9be01a26269e94925283de306cd83.pdf

134. ​ banner#discussion

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135. Self-Censorship in Public Discourse: A Theory of ‘Political Correctness’ and Related Phenomena

136. Sparks and Prairie Fires: A Theory of Unanticipated Political Revolution

137. How Stalin Hid Ukraine’s Famine From the World

138. Days of Rage

139. Oxford University Graduates in Philosophy, Politics and Economics Make up an Astonishing Proportion of Britain's Elite. But Has It Produced an Out-Of-Touch Ruling Class?

140. The Unrecognised Simplicities of Effective Action #2: ‘Systems Engineering’ and ‘Systems Management’—Ideas from the Apollo Programme for a `systems Politics`

141. The Dark Enlightenment, by Nick Land

142. 1969-brooks-businessadventures-ch7-noncommunicationge.pdf

143. https://www.amazon.com/Business-Adventures-Twelve-Classic-Street/dp/1497644895

144. The High Cost of Not Doing Experiments

145. What’s College Good For?

146. 2016-caro.html

147. Social Interventions Gone Wrong

148. The Lab @ DC - Body Worn Cameras

149. A Big Test of Police Body Cameras Defies Expectations

150. ​ The Iron Law Of Evaluation And Other Metallic Rules

151. Why g matters: The complexity of everyday life

152. Does High Self-Esteem Cause Better Performance, Interpersonal Success, Happiness, Or Healthier Lifestyles?

153. 2014-02-25-matter-themanwhodestroyedamericasego.html

154. https://www.theguardian.com/lifeandstyle/2017/jun/03/quasi-religious-great-self-esteem-con

155. https://www.nature.com/articles/548268a

156. Do Regional Brain Volumes and Major Depressive Disorder Share Genetic Architecture? A Study of Generation Scotland (n = 19,762), UK Biobank (n = 24,048) and the English Longitudinal Study of Ageing (n = 5766)

157. The Effects of Education, Personality, and IQ on Earnings of High-Ability Men

158. When Your Child Is a Psychopath

159. The 1% of the population accountable for 63% of all violent crime convictions

160. Common Psychiatric Disorders Share the Same Genetic Origin: a Multivariate Sibling Study of the Swedish Population

161. Who Buried Paul?

162. Does Far Transfer Exist? Negative Evidence From Chess, Music, and Working Memory Training

163. Practice Does Not Make Perfect: No Causal Effect of Music Practice on Music Ability

164. Multiplying 10-digit numbers using Flickr: The power of recognition memory

165. https://www.samharris.org/blog/the-fireplace-delusion

166. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.510.4296&rep=rep1&type=pdf

167. GBD Compare

168. The US President’s Malaria Initiative and under-5 child mortality in sub-Saharan Africa: A difference-in-differences analysis

169. Secondhand Smoke Isn’t As Bad As We Thought

170. Lithium in Drinking Water and Incidence of Suicide: A Nationwide Individual-Level Cohort Study with 22 Years of Follow-Up

171. Lithium in Drinking Water and the Incidence of Bipolar Disorder: A Danish Nation-Wide Population-Based Study

172. Responsiveness of cats (Felidae) to silver vine (Actinidia polygama), Tatarian honeysuckle (Lonicera tatarica), valerian (Valeriana officinalis) and catnip (Nepeta cataria)

173. Mapping the Human Exposome: It’s Now Possible to Map a Person’s Lifetime Exposure to Nutrition, Bacteria, Viruses, and Environmental Toxins-Which Profoundly Influence Human Health

174. 2017-kowarsky.pdf

175. More Than 99% of the Microbes inside Us Are Unknown to Science: A Survey of DNA Fragments Circulating in the Blood Suggests the Microbes Living within Us Are Vastly More Diverse Than Previously Known. In Fact, 99% of That DNA Has Never Been Seen Before.

176. https://www.siditalia.it/images/Metformin_alters.pdf

177. Sex differences in the adult human brain: Evidence from 5,216 UK Biobank participants

178. https://rspb.royalsocietypublishing.org/content/284/1851/20162562

179. The Mirai Botnet Was Part of a College Student ‘Minecraft’ Scheme

180. https://www.scottaaronson.com/papers/pnp.pdf

181. Don’t Worry—It Can’t Happen

182. TrueBit: A Scalable Verification Solution for Blockchains

183. ​ 06#links

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184. https://eprint.iacr.org/2002/160.pdf

185. http://leipper.org/manuals/zip-fill/safelocks_for_compscientist.pdf

186. Toward a Broader View of Security Protocols

187. When Will the Earth Try to Kill Us Again?

188. ‘Computational Complexity of Air Travel Planning’, De Marcken 2003 [ITA Software]

189. Books 1923–1941 Now Liberated!

190. Creating a Last Twenty (L20) Collection: Implementing §108(h) in Libraries, Archives and Museums

191. ​ ‘copyright’ directory

192. Falsehoods Programmers Believe About X

193. How Big a Deal Was the Industrial Revolution?

194. ‘Stubborn Attachments’: Full Text – Stubborn Attachments – Medium

195. Cornucopia: The Pace of Economic Growth in the 20^th Century

196. 99 Reasons 2017 Was A Great Year

197. Back in the USSR: What Life Was like in the Soviet Union

198. Property Is Another Name for Monopoly: Facilitating Efficient Bargaining With Partial Common Ownership of Spectrum, Corporations, and Land

199. Algorithmic Entities

200. The Implications of Modern Business-Entity Law for the Regulation of Autonomous Systems

201. Yale Law Journal - Amazon’s Antitrust Paradox

202. 2017-houde.pdf

203. Are Ideas Getting Harder to Find?

204. Islam and Economic Performance: Historical and Contemporary Links

205. Industrial Espionage and Productivity

206. The High-Cost, High-Risk World of Modern Pet Care: A Wave of Corporatization Is Hitting the Veterinary Industry, but Does a One-Size-Fits-All Approach Work?

207. The Common Law Corporation: The Power of the Trust in Anglo-American Business History

208. On the Impossibility of Supersized Machines

209. G.K. Chesterton On AI Risk

210. A Thinking Ape’s Critique of Trans-Simianism

211. How To Be Good

212. 2016-lipsitch.pdf

213. Fear And Loathing At Effective Altruism Global 2017

214. What do philosophers believe?

215. https://web.archive.org/web/20020312064520/https://www.humanistictexts.org/carvaka.htm

216. Mike Darwin on Animal Research, Moral Cowardice, and Reasoning in an Uncaring Universe

217. Wireheading Done Right: Stay Positive Without Going Insane

218. Simon Browne: the Soul-Murdered Theologian

219. https://www.lesswrong.com/posts/Fy2b55mLtghd4fQpx/the-zombie-preacher-of-somerset

220. The Great Moon Hoax (1835)

221. Steven Shapin

222. http://silkandhornheresy.blogspot.co.uk/2012/08/this-warrior-of-dead-world-gene-wolfes.html

223. Alpha (A Translation of Genesis 1)

224. History of Prog: The Nice, Emerson Lake & Palmer, and Other Bands of the 1970s

225. The Poet and the Politician: Teika and the Compilation of the Shinchokusenshū

226. If You Read Closely: Aoi Hiragi’s ‘Whisper of the Heart’on Page and Screen

227. 2011-yvain-iliadaslawsuit.html

228. https://www.amazon.com/Borges-Selected-Non-Fictions-Jorge-Luis/dp/0140290117

229. ​ 07#links

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230. Site Reliability Engineering

231. ​ 01#books

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232. https://www.amazon.com/002-Interview-Barry-G-Golson/dp/0399507698

233. Artificial Life: A Report from the Frontier Where Computers Meet Biology

234. Possible Worlds and Other Essays

235. https://www.berkshirehathaway.com/letters/letters.html

236. Tokyo: A Certain Style

237. https://www.amazon.com/Grand-Strategy-Roman-Empire-Century/dp/1421419459/

238. https://www.amazon.com/Moondust-Search-Men-Fell-Earth/dp/0007155425

239. Unsong

240. Unforgotten Dreams: Poems by the Zen Monk Shōtetsu

241. https://www.amazon.com/Sunset-Spider-Poetry-Ancient-Korea/dp/0030120713/

242. ​ movie#amy

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243. ​ movie#the-great-happiness-space

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244. ​ movie#breaking-bad

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245. ​ movie#blade-runner-2049

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246. ​ movie#hackers

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247. ​ 02#one-upon-a-time-in-the-west

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248. ​ movie#all-about-eve

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249. ​ 03#books

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250. ​ Review of The Tale of the Princess Kaguya

251. ​ anime#kubo-and-the-two-strings

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252. ​ anime#fma-brotherhood

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253. Wikipedia Bibliography:

     1. Timothy C. May

     2. Genetic correlation

     3. Negative selection (natural selection)

     4. Paul is dead  :

        https://en.wikipedia.org/wiki/Paul_is_dead

     5. Global Burden of Disease Study  :

        https://en.wikipedia.org/wiki/Global_Burden_of_Disease_Study

     6. Derek Parfit  :

        https://en.wikipedia.org/wiki/Derek_Parfit

     7. Jorge Luis Borges

     8. J. B. S. Haldane

     9. Warren Buffett

     10. The Anubis Gates  :

         https://en.wikipedia.org/wiki/The_Anubis_Gates

     11. Tim Powers  :

         https://en.wikipedia.org/wiki/Tim_Powers

     12. Amy (2015 film)  :

         https://en.wikipedia.org/wiki/Amy_(2015_film)

     13. The Great Happiness Space  :

         https://en.wikipedia.org/wiki/The_Great_Happiness_Space

     14. Breaking Bad  :

         https://en.wikipedia.org/wiki/Breaking_Bad

     15. Blade Runner 2049

     16. L.A. Confidential (film)  :

         https://en.wikipedia.org/wiki/L.A._Confidential_(film)

     17. Hackers (film)  :

         https://en.wikipedia.org/wiki/Hackers_(film)

     18. Once Upon a Time in the West  :

         https://en.wikipedia.org/wiki/Once_Upon_a_Time_in_the_West

     19. All About Eve  :

         https://en.wikipedia.org/wiki/All_About_Eve

     20. Cool Hand Luke  :

         https://en.wikipedia.org/wiki/Cool_Hand_Luke

     21. The Terminator  :

         https://en.wikipedia.org/wiki/The_Terminator

     22. 10 Cloverfield Lane  :

         https://en.wikipedia.org/wiki/10_Cloverfield_Lane

     23. The Tale of the Princess Kaguya (film)  :

         https://en.wikipedia.org/wiki/The_Tale_of_the_Princess_Kaguya_(film)

     24. Kubo and the Two Strings  :

         https://en.wikipedia.org/wiki/Kubo_and_the_Two_Strings

     25. Fullmetal Alchemist: Brotherhood  :

         https://en.wikipedia.org/wiki/Fullmetal_Alchemist:_Brotherhood

     26. Zootopia  :

         https://en.wikipedia.org/wiki/Zootopia