‘small groups’ directory
Examples of ‘scenius’ where highly-competitive tightly-communicating groups had surprisingly large effects and often finding low-hanging fruit (somehow) eluding generations before them.
Much of the history of progress is just prosopography of small groups:
“Knitting Community: Human and Social Capital in the Early Transition into Entrepreneurship”, 2018 (quantifying social contagion/
peer-effects of innovation: knitting groups & novel knitting designs on Ravelry) “Taste for Makers”, Paul Graham
“The Social Subsidy of Angel Investing”, Alex Danco
“Scenius, or Communal Genius”, Kevin Kelly
“Construction of arbitrarily strong amplifiers of natural selection using evolutionary graph theory”, et al2018 (‘plazas and warrens’)
Art:
the Bloomsbury Group
The Black Cat, H. P. Lovecraft & the amateur press, who were able to meet heroes like Lord Dunsany, eventually leading to the Cthulhu Mythos
Francis Ford Coppola/
George Lucas+Marcia Lucas et al & indie film-making/ New Hollywood & the creation of Star Wars (Secret History of Star Wars)
Mathematics: the Scottish Book & Café of the Lwów School (1999); the Kürschák/
Eötvös Math Competition & Középiskolai Matematikai és Fizikai Lapok; Paul Erdős; Douady & Mandelbrot sets Games:
“How Flash Games Shaped The Video Game Industry: Flash is dead. But the influence of Flash games on modern gameplay is inescapable”, Jonas Richner (why were Flash computer games so creative and popular worldwide, even in China? The Flash scene benefited from easy entry using an integrated programming environment, small-scale games enabling rapid iteration, many exemplars to imitate, envy and admiration driving imitators, the conviction that improvements were possible, a global talent pool with lots of free time, and game websites like Newgrounds to curate games to create a sophisticated & demanding userbase which could drive mega-traffic to hits, in a virtuous cycle of recruitment/
competition/ feedback/ improvement.) “The Revolution in Classic Tetris: How a younger generation used the Internet to master the falling blocks”; “The Charming Bloke Who Dominates GeoGuessr: Tom Davies has become a beloved icon of the Google Maps guessing game”
Épée fencing (Épée 2.0: Eric Sollee/
Johan Harmenberg) “Meet the Guy Who Invented the Belay Test—and the Modern American Climbing Gym: The story of California’s City Rock”; “What the success of rock climbing tells us about economic growth: Machines are not the only engines of greater productivity” (especially striking in light of the extremely short history of human rock climbing starting with Mont Aiguille); “Rock climbing and the economics of innovation” (although Alex Honnold dissents somewhat)
Jeff Cooper’s pistol Modern technique
“One Man’s Amazing Journey to the Center of the Bowling Ball”; “The Man Who Broke Bowling: Jason Belmonte’s two-handed technique made him an outcast. Then it made him the greatest—and changed the sport forever” (video)
speedrunning (“Why Are Gamers So Much Better Than Scientists at Catching Fraud?”; speedrunning improvement over time; especially TAS runs like bruteforcing Breakout)
“Better All the Time: How the “performance revolution” came to athletics—and beyond”; “Personal Best: Top athletes and singers have coaches. Should you?”; “1⁄100th of a Second Faster: Building Better Olympic Athletes”; “Studying the Limits of Human Perfection, Through Darts: Why do athletes always seem to get better, generation by generation? It’s not always for the reasons you might think.”
Weightlifting: “The Power and the Gory”, 1990 (cf. Pumping Iron)
“What do revolutionary new Sudoku techniques teach us about real-world problem solving?”
“Imre Festetics and the Sheep Breeders’ Society of Moravia: Mendel’s Forgotten ‘Research Network’”, et al2014
Technology:
The Martians? (“The Atomic Bomb Considered As Hungarian High School Science Fair Project”; cf. in biology)
Engelbart’s The Mother of All Demos (see also 1962)
Research chemicals (eg. The Hive)
Patrick Collison’s Industrial Labs & fast achievement lists
EleutherAI: “What A Long, Strange Trip It’s Been: One Year Retrospective”
“The YouTube Revolution in Knowledge Transfer”, Samo Burja (2021); “Why is the quality of recorded classical music so rising?”
Hacking: warez scene/
crack intro, demoscene, phreaking, hacking (‘APT stands for Advanced Persistent Teen’–Bulgarian virus factory, AOL, mIRC, Runescape, Neopets etc.)
Politics:
See Also: “Origins of Innovation: Social Contagion?”, “Timing Technology: Lessons From The Media Lab: Try & Try Again (But Less & Less)” (startups as distributed Thompson sampling), Internet Community Design as Multilevel Optimization, Computing hardware & Deep Learning, Copyright Deadweight Losses, Local Optima & Greedy Choices/
Ordinary Incompetence, Bloom’s 2-Sigma/ apprenticeship
Have you ever noticed that amateur anime/
The very best has gotten better, but I’m convinced that the average/
I think a lot of it comes from social mechanisms—I’ve noticed that many ‘digital native’ artists seem to rely heavily on online communities to learn from. They look at raw intermediates like .PSD
files to see how it was gone, they watch videos of livestreamed art or ‘speedsketches’ (sometimes recorded as a video for future reference), they compete in informal and formal contests and try to win community approbation (‘mimetic desire’, anyone?), they follow pop culture which creates a constantly varying set of artistic styles to riff off, they post everything they do to DeviantArt or Tumblr and get instant feedback (however crude), they have enormous libraries of existing materials to trace in order to learn or simply outright copy into something they are working on, they can go full-time thanks to Patreon & 2-sided market commissioning websites like Skeb.jp… None of that will necessarily give one inspiration to create divine works of visual art, necessarily (although we have seen a rise of mangas/
The same thing appears to have happened with music, coalescing around things like SoundCloud as well as YouTube.
Somewhat like chess, all of this could have been done before in a pre-Internet era, but the competitiveness & communities hyper-charge it all. There was another video game example I had in mind where I read recently a discussion which concluded that YouTube video tutorials/
See Also
-
Gwern
- “Movie Reviews ”, Gwern 2014
- “What Is The Morning Writing Effect? ”, Gwern 2011
- “Origins of Innovation: Bakewell & Breeding ”, Gwern 2018
- “Evolution As Backstop for Reinforcement Learning ”, Gwern 2018
- “ARPA and SCI: Surfing AI ”, Gwern 2018
- “Local Optima & Greedy Choices ”, Gwern 2021
- “On Really Trying ”, Gwern 2009
-
Links
- “Conquest of the Incas ”, Lakeman 2025
- “A Pivotal Page in Climbing Gym History: Peter Mayfield & City Rock ”, Hildenbrand 2025
- “#147: Forging the MRNA Revolution—Katalin Karikó § Education & Ambition ”, Karikó & Walker 2023
- “You And Your Research ”, Hamming 2023
- “The Charming Bloke Who Dominates GeoGuessr: Tom Davies Has Become a Beloved Icon of the Google Maps Guessing Game ”, Norman 2022
- “Streamers Teaching Programming, Art, and Gaming: Cognitive Apprenticeship, Serendipitous Teachable Moments, and Tacit Expert Knowledge ”, Drosos & Guo 2021
- “The Politics of Alignment and the ‘Quiet Transgender Revolution’ in Fortune 500 Corporations, 2008–2017 ”, Ghosh 2021
- “One Man’s Amazing Journey to the Center of the Bowling Ball: Mo Pinel Spent a Career Reshaping the Ball’s Inner Core to Harness the Power of Physics. He Revolutionized the Sport—And Spared No Critics along the Way ”, Koerner 2021
- “The Effectiveness of Unreasonable Small Groups ”, Gwern 2021
- “The Revolution in Classic Tetris: How a Younger Generation Used the Internet to Master the Falling Blocks ”, Sweet 2021
- “Skeb Artwork Commissioning Website: Review: Commission Your Favorite Japanese Artists With Auto-Translation ”, Worboys 2020
- “How Flash Games Shaped The Video Game Industry: Flash Is Dead. But the Influence of Flash Games on Modern Gameplay Is Inescapable ”, Richner 2020
- “The Social Subsidy of Angel Investing ”, Danco 2019
- “On Bloom’s Two Sigma Problem: A Systematic Review of the Effectiveness of Mastery Learning, Tutoring, and Direct Instruction ”, Ricón 2019
- “Knitting Community: Human and Social Capital in the Transition to Entrepreneurship ”, Kim 2018
- “Construction of Arbitrarily Strong Amplifiers of Natural Selection Using Evolutionary Graph Theory ”, Pavlogiannis et al 2018
- “The Tim Ferriss Show Transcripts: Assessing Risk and Living Without a Rope—Lessons from Alex Honnold (#160) § The Climbing Industry ”, Ferriss & Honnold 2018
- “The Unrecognised Simplicities of Effective Action #2: ‘Systems Engineering’ and ‘Systems Management’—Ideas from the Apollo Programme for a `systems Politics` ”, Cummings 2017
- “Better All the Time: How the ‘Performance Revolution’ Came to Athletics—And Beyond ”, Surowiecki 2014
- “Imre Festetics and the Sheep Breeders’ Society of Moravia: Mendel’s Forgotten ‘Research Network’ ”, Poczai et al 2014
- “Personal Best: Top Athletes and Singers Have Coaches. Should You? ”, Gawande 2011
- The Secret History of Star Wars, Kaminski 2008
- “Taste for Makers ”, Graham 2002
- “Making Mathematics: The Coffee Connection ”, Wieschenberg 1999
- “The Power and the Gory ”, Solotaroff 1990
- “Augmenting Human Intellect: A Conceptual Framework § Pg82 ”, Engelbart 1962 (page 82)
- “Rock Climbing and the Economics of Innovation ”
- “Roadmap to the Renaissance ”
- “What A Long, Strange Trip It’s Been: EleutherAI One Year Retrospective ”
- “S02 Episode 3: Subor Smash Brothers Ultimate: China’s Videogame Historians + Flash in the Pandemic + Gold Miner: Absolution + High IQue Society + Nintendo’s and Don’ts ”
- “Desystemize #9 ”
-
“On the Referendum #31: Project Maven, Procurement, Lollapalooza Results & Nuclear/
AGI Safety ”, Cummings 2025 - “What Hacking AOL Taught a Generation of Programmers: The Open Source Ethos behind Rogue AOL Add-Ons ”
- “Scenius, or Communal Genius ”
- “The Phantom Tyler Cowen ”
- “The High-Return Activity of Raising Others’ Aspirations ”
- “Jena 1800 ”
- “Pioneer ”
- “The YouTube Revolution in Knowledge Transfer ”
- “The Atomic Bomb Considered As Hungarian High School Science Fair Project ”
- “Book Review: History Of The Fabian Society ”
-
“Submission #6347: Chef Stef’s NES Arkanoid
warpless
in 11:11.18 ” - “Better Eats ”
- “What the Success of Rock Climbing Tells Us about Economic Growth ”
- “Tool-Assisted Speedrunning ”
- “One of Civilization’s Greatest Accomplishments ”
- “EleutherAI ”
- “The Man Who Broke Bowling ”
- “Apprenticeship Online ”
- “Why Sweden Punches above Its Weight in Music ”
- “Mentorship, Management, and Mysterious Old Wizards ”
- “Analysis of World Records in Speedrunning [LINKPOST] ”
- “Studying the Limits of Human Perfection, Through Darts ”
- “Warrens, Plazas and the Edge of Legibility ”
- “A Pair of Recent Cheating Scandals—One in the ‘Speedrunning’ Community of Gamers, and One in Medical Research—Call Attention to an Alarming Contrast ”
- “PBA Televised 300 Game #35: Jason Belmonte ”
- Sort By Magic
- Wikipedia
- Miscellaneous
- Bibliography
Gwern
“Movie Reviews ”, Gwern 2014
“What Is The Morning Writing Effect? ”, Gwern 2011
“Origins of Innovation: Bakewell & Breeding ”, Gwern 2018
“Evolution As Backstop for Reinforcement Learning ”, Gwern 2018
“ARPA and SCI: Surfing AI ”, Gwern 2018
“Local Optima & Greedy Choices ”, Gwern 2021
“On Really Trying ”, Gwern 2009
Links
“Conquest of the Incas ”, Lakeman 2025
“A Pivotal Page in Climbing Gym History: Peter Mayfield & City Rock ”, Hildenbrand 2025
A Pivotal Page in Climbing Gym History: Peter Mayfield & City Rock
“#147: Forging the MRNA Revolution—Katalin Karikó § Education & Ambition ”, Karikó & Walker 2023
#147: Forging the mRNA Revolution—Katalin Karikó § Education & Ambition
“You And Your Research ”, Hamming 2023
“The Charming Bloke Who Dominates GeoGuessr: Tom Davies Has Become a Beloved Icon of the Google Maps Guessing Game ”, Norman 2022
“Streamers Teaching Programming, Art, and Gaming: Cognitive Apprenticeship, Serendipitous Teachable Moments, and Tacit Expert Knowledge ”, Drosos & Guo 2021
“The Politics of Alignment and the ‘Quiet Transgender Revolution’ in Fortune 500 Corporations, 2008–2017 ”, Ghosh 2021
“One Man’s Amazing Journey to the Center of the Bowling Ball: Mo Pinel Spent a Career Reshaping the Ball’s Inner Core to Harness the Power of Physics. He Revolutionized the Sport—And Spared No Critics along the Way ”, Koerner 2021
“The Effectiveness of Unreasonable Small Groups ”, Gwern 2021
“The Revolution in Classic Tetris: How a Younger Generation Used the Internet to Master the Falling Blocks ”, Sweet 2021
“Skeb Artwork Commissioning Website: Review: Commission Your Favorite Japanese Artists With Auto-Translation ”, Worboys 2020
“How Flash Games Shaped The Video Game Industry: Flash Is Dead. But the Influence of Flash Games on Modern Gameplay Is Inescapable ”, Richner 2020
“The Social Subsidy of Angel Investing ”, Danco 2019
“On Bloom’s Two Sigma Problem: A Systematic Review of the Effectiveness of Mastery Learning, Tutoring, and Direct Instruction ”, Ricón 2019
“Knitting Community: Human and Social Capital in the Transition to Entrepreneurship ”, Kim 2018
Knitting Community: Human and Social Capital in the Transition to Entrepreneurship
“Construction of Arbitrarily Strong Amplifiers of Natural Selection Using Evolutionary Graph Theory ”, Pavlogiannis et al 2018
Construction of arbitrarily strong amplifiers of natural selection using evolutionary graph theory
“The Tim Ferriss Show Transcripts: Assessing Risk and Living Without a Rope—Lessons from Alex Honnold (#160) § The Climbing Industry ”, Ferriss & Honnold 2018
“The Unrecognised Simplicities of Effective Action #2: ‘Systems Engineering’ and ‘Systems Management’—Ideas from the Apollo Programme for a `systems Politics` ”, Cummings 2017
[`The unrecognised simplicities of effective action #2: ‘Systems engineering’ and ‘systems management’—ideas from the Apollo programme for a
systems politics``{=html}](https://
systems politics`’, 2017”){.link-annotated-partial .id-not .include-annotation link-icon=“pdf” link-icon-type=“svg” link-icon-color=“#f40f02”}
“Better All the Time: How the ‘Performance Revolution’ Came to Athletics—And Beyond ”, Surowiecki 2014
Better All the Time: How the ‘performance revolution’ came to athletics—and beyond
“Imre Festetics and the Sheep Breeders’ Society of Moravia: Mendel’s Forgotten ‘Research Network’ ”, Poczai et al 2014
Imre Festetics and the Sheep Breeders’ Society of Moravia: Mendel’s Forgotten ‘Research Network’
“Personal Best: Top Athletes and Singers Have Coaches. Should You? ”, Gawande 2011
Personal Best: Top athletes and singers have coaches. Should you?
The Secret History of Star Wars, Kaminski 2008
“Taste for Makers ”, Graham 2002
“Making Mathematics: The Coffee Connection ”, Wieschenberg 1999
Making Mathematics: The Coffee Connection
“The Power and the Gory ”, Solotaroff 1990
“Augmenting Human Intellect: A Conceptual Framework § Pg82 ”, Engelbart 1962 (page 82)
Augmenting Human Intellect: A Conceptual Framework § pg82
“Rock Climbing and the Economics of Innovation ”
Rock climbing and the economics of innovation
“Roadmap to the Renaissance ”
“What A Long, Strange Trip It’s Been: EleutherAI One Year Retrospective ”
What A Long, Strange Trip It’s Been: EleutherAI One Year Retrospective
“S02 Episode 3: Subor Smash Brothers Ultimate: China’s Videogame Historians + Flash in the Pandemic + Gold Miner: Absolution + High IQue Society + Nintendo’s and Don’ts ”
“Desystemize #9 ”
“On the Referendum #31: Project Maven, Procurement, Lollapalooza Results & Nuclear/AGI Safety ”, Cummings 2025
On the referendum #31: Project Maven, procurement, lollapalooza results & nuclear/
“What Hacking AOL Taught a Generation of Programmers: The Open Source Ethos behind Rogue AOL Add-Ons ”
What hacking AOL taught a generation of programmers: The open source ethos behind rogue AOL add-ons
“Scenius, or Communal Genius ”
Scenius, or Communal Genius
“The Phantom Tyler Cowen ”
“The High-Return Activity of Raising Others’ Aspirations ”
“Jena 1800 ”
“Pioneer ”
“The YouTube Revolution in Knowledge Transfer ”
“The Atomic Bomb Considered As Hungarian High School Science Fair Project ”
The Atomic Bomb Considered As Hungarian High School Science Fair Project
“Book Review: History Of The Fabian Society ”
“Submission #6347: Chef Stef’s NES Arkanoid warpless
in 11:11.18 ”
Submission #6347: Chef Stef’s NES Arkanoid warpless
in 11:11.18
“Better Eats ”
“What the Success of Rock Climbing Tells Us about Economic Growth ”
What the Success of Rock Climbing Tells Us about Economic Growth
“Tool-Assisted Speedrunning ”
“One of Civilization’s Greatest Accomplishments ”
One of Civilization’s Greatest Accomplishments
“EleutherAI ”
“The Man Who Broke Bowling ”
“Apprenticeship Online ”
“Why Sweden Punches above Its Weight in Music ”
“Mentorship, Management, and Mysterious Old Wizards ”
Mentorship, Management, and Mysterious Old Wizards
“Analysis of World Records in Speedrunning [LINKPOST] ”
Analysis of World Records in Speedrunning [LINKPOST]
“Studying the Limits of Human Perfection, Through Darts ”
“Warrens, Plazas and the Edge of Legibility ”
“A Pair of Recent Cheating Scandals—One in the ‘Speedrunning’ Community of Gamers, and One in Medical Research—Call Attention to an Alarming Contrast ”
“PBA Televised 300 Game #35: Jason Belmonte ”
Sort By Magic
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Wikipedia
Miscellaneous
https://
aeon.co/ essays/ english-romanticism-was-born-from-a-serious-germanomania https://
patrickcollison.com/ labs : https://
web.archive.org/ web/ 20140725112211/ https:// www.wired.com/ 2012/ 06/ ff_superhumans/ https://
www.facebook.com/ permalink.php?story_fbid=224735391342335&id=100014176268390 https://
www.mercatus.org/ emergent-ventures : https://
www.quantamagazine.org/ the-quest-to-decode-the-mandelbrot-set-maths-famed-fractal-20240126/
Bibliography
1986-hamming
: “You And Your Research ”,https://
: “The Charming Bloke Who Dominates GeoGuessr: Tom Davies Has Become a Beloved Icon of the Google Maps Guessing Game ”,www.newyorker.com/ culture/ rabbit-holes/ the-charming-bloke-who-dominates-geoguessr abstract
: “The Effectiveness of Unreasonable Small Groups ”,2018-kim.pdf
: “Knitting Community: Human and Social Capital in the Transition to Entrepreneurship ”,https://
: “Construction of Arbitrarily Strong Amplifiers of Natural Selection Using Evolutionary Graph Theory ”,www.nature.com/ articles/ s42003-018-0078-7