Bibliography (129):

1. Gwern.net newsletter (Substack subscription page)

2. ​ October 2021 News

3. ​ ‘newsletter’ directory

4. ​ Changelog

5. Gwern Branwen Creating Essays on Gwern.net

6. ​ backstop#internet-community-design

   [Transclude the forward-link's context]

7. ​ What Is It like to Be a Cat Tail?

   [Transclude the forward-link's context]

8. ​ earwax#valerian

   [Transclude the forward-link's context]

9. 2021 AI Alignment Literature Review and Charity Comparison

10. Player of Games

11. A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

12. MuZero: Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

13. Perceiver IO: A General Architecture for Structured Inputs & Outputs

14. Optimal Policies Tend to Seek Power

15. The Basic AI Drives

16. A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More

17. Evaluating Large Language Models Trained on Code

18. What is the point of computers? A question for pure mathematicians

19. ​ ‘tech economics’ directory

20. ​ ‘Codex’ directory

21. ​ ‘AlphaGo’ directory

22. https://www.fhi.ox.ac.uk/wp-content/uploads/2021/08/QNRs_FHI-TR-2021-3.0.pdf

23. Writing is a technology that restructures thought

24. ML Scaling subreddit

25. Muse: Text-To-Image Generation via Masked Generative Transformers

26. eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

27. https://parti.research.google/

28. Imagen: Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

29. https://imagen.research.google/

30. https://x.com/jasonbaldridge/status/1562103092631461891

31. https://cloud.google.com/blog/products/ai-machine-learning/imagen-2-on-vertex-ai-is-now-generally-available

32. GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

33. https://openai.com/dall-e-2

34. https://openai.com/index/dall-e/-2-pre-training-mitigations

35. https://x.com/bneyshabur/status/1529506103708602369

36. Ben Barry

37. https://x.com/dbonneville/status/1522453742095900672

38. https://x.com/Thinkwert/status/1528485521839759361

39. https://x.com/Plinz/status/1527528360351387649

40. We Asked 100 Humans to Draw the DALL

41. The Bees

42. https://www.reddit.com/r/dalle2/comments/ueizwz/i_printed_a_dalle_generated_childrens_book_about/

43. https://www.reddit.com/r/dalle2/comments/ub0sfg/dalle_2_imitation_game_results_check_sticky_for/

44. https://www.reddit.com/r/dalle2/comments/u79ut4/david_schnurr_dschnurr_inpainting_with_dalle_2_is/

45. https://www.reddit.com/r/dalle2/

46. https://www.lesswrong.com/posts/uKp6tBFStnsvrot5t/what-dall-e-2-can-and-cannot-do?commentId=N5gFmWr2euf5avaKh

47. Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors

48. Here’s What a Few Years of Progress on Text-To-Image Generation Looks Like, One Prompt at a Time. "Frank Sinatra As a Purple Alien in Surrealist Style": 1. AttnGAN (2018) • 2. CLIP+VQGAN (2020) • 3. CLIP+Diffusion (2021) • 4. DALL·E 2 (2022)

49. Make-A-Scene (2022): Figure 7: Additional Samples Generated from Challenging Text Inputs.

50. Parallel Multiscale Autoregressive Density Estimation (2017): Figure 13: Label-Conditional 128×128 ImageNet Samples

51. Randomly Traversing the Manifold of Faces (2): Dataset: Labeled Faces in the Wild (LFW); Model: Variational Autoencoder (VAE) / Deep Latent Gaussian Model (DLGM).

52. 8 Years of Progress in Generative Modeling. What a Time to Be Alive

53. ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation

54. CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers

55. OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

56. KNN-Diffusion: Image Generation via Large-Scale Retrieval

57. High-Resolution Image Synthesis with Latent Diffusion Models

58. A polygenic score for educational attainment partially predicts voter turnout

59. Genome-wide association study and multi-trait analysis of opioid use disorder identifies novel associations in 639,709 individuals of European and African ancestry

60. Biologic and Clinical Efficacy of LentiGlobin for Sickle Cell Disease

61. Evolution of sociability by artificial selection

62. The Science of Visual Data Communication: What Works

63. Fooled by beautiful data: Visualization esthetics bias trust in science, news, and social media

64. Reflections on How Designers Design with Data

65. More treatment but no less depression: The Treatment-Prevalence Paradox

66. Egalitarian Behavior and Reverse Dominance Hierarchy [and Comments and Reply]

67. ‘Outside Lobbying’ Over the Airwaves: A Randomized Field Experiment on Televised Issue Ads

68. Testing the structure of human cognitive ability using evidence obtained from the impact of brain lesions over abilities

69. On the Working Memory of Humans and Great Apes: Strikingly Similar or Remarkably Different?

70. A connectome of the Drosophila central complex reveals network motifs suitable for flexible navigation and context-dependent action selection

71. Why Scientists Have Spent Years Mapping This Creature’s Brain: An enormous new analysis of the wiring of the fruit fly brain is a milestone for the young field of modern connectomics, researchers say

72. Senolytic vaccination improves normal and pathological age-related phenotypes and increases lifespan in progeroid mice

73. Volitional Control of Individual Neurons in the Human Brain

74. https://osf.io/preprints/psyarxiv/emcxw/

75. https://journals.sagepub.com/doi/full/10.1177/02698811211050556

76. https://link.springer.com/article/10.1007/s00213-021-05857-0

77. Microevidence for microdosing with psilocybin mushrooms: a double-blind placebo-controlled study of subjective effects, behavior, creativity, perception, cognition, and brain activity

78. Repeated low doses of LSD in healthy adults: A placebo-controlled, dose-response study

79. Osmosis is not driven by water dilution

80. A deep dive into an NSO zero-click iMessage exploit: Remote Code Execution

81. ​ Surprisingly Turing-Complete

82. The Random Walk of Cars and Their Collision Probabilities with Planets

83. Entanglement between superconducting qubits and a tardigrade

84. 99 Good News Stories You Probably Didn't Hear About in 2021

85. ‘What’s Wrong With The Way I Talk?’ The Effect Of Sound Motion Pictures On Actor Careers

86. The signal quality of earnings announcements: evidence from an informed trading cartel

87. What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features

88. Why Dreams Don’t Matter (Morally or Psychologically)

89. Girls’ Last Tour (Manga)

90. How We Should Live—Girls’ Last Tour: Interview With Tsukumizu

91. Snow Means Death

92. 2017-girlslasttour-horriblesubs480p-ep05-thesoundofrain.mp4

93. The Timing of Evolutionary Transitions Suggests Intelligent Life Is Rare

94. Wikipedia Bibliography:

    1. Scotland Yard  :

       https://en.wikipedia.org/wiki/Scotland_Yard_(board_game)

    2. Empowerment (artificial intelligence)  :

       https://en.wikipedia.org/wiki/Empowerment_(artificial_intelligence)

    3. Word embedding

    4. Neural scaling law  :

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

    5. Sickle cell disease

    6. Jeep problem

    7. Tsiolkovsky rocket equation

    8. Psychedelic microdosing

    9. JBIG2

    10. Virtual machine

    11. Tardigrade  :

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

    12. Copenhagen interpretation  :

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

    13. Yoshie Shiratori  :

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

    14. Golden Kamuy  :

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

    15. Girls' Last Tour  :

        https://en.wikipedia.org/wiki/Girls%27_Last_Tour

    16. Iyashikei  :

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

    17. Arcology  :

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

    18. Meal, Ready-to-Eat  :

        https://en.wikipedia.org/wiki/Meal,_Ready-to-Eat

    19. Vietnam Veterans Memorial  :

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

    20. Blame!  :

        https://en.wikipedia.org/wiki/Blame!

    21. Nausicaä of the Valley of the Wind (manga)  :

        https://en.wikipedia.org/wiki/Nausica%C3%A4_of_the_Valley_of_the_Wind_(manga)

    22. Castle in the Sky

    23. Sd.Kfz. 2  :

        https://en.wikipedia.org/wiki/Sd.Kfz._2

    24. Saving Private Ryan  :

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

    25. Mono no aware

    26. Big Dumb Object  :

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

    27. Quintus Aurelius Symmachus  :

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

    28. End of Roman rule in Britain  :

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

    29. The Ruin  :

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

    30. Endling  :

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

    31. Richard Serra  :

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

    32. Columbarium  :

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

    33. Cenotaph  :

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

    34. Hozuki's Coolheadedness  :

        https://en.wikipedia.org/wiki/Hozuki%27s_Coolheadedness

    35. Naraka (Buddhism)  :

        https://en.wikipedia.org/wiki/Naraka_(Buddhism)

    36. Ink wash painting  :

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