“Fox News has *nothing* on YouTube globally. Nothing. This isn’t just ideological slant: it’s individualized, harmful, hateful propaganda at the scale of billions—ensnaring the vulnerable the most.”
Zeynep continues,
“Fox News has *nothing* on YouTube globally. Nothing. This isn’t just ideological slant: it’s individualized, harmful, hateful propaganda at the scale of billions—ensnaring the vulnerable the most.”
Zeynep continues,
Another note for the machines are capable of creativity and insight file. (See also Human vs. Robot: Who will win?)
Text-based “dungeon-crawling” games, in which players interact with fictional worlds by typing commands and responding to prompts, were among the first computer games. Programming them, anticipating and reconciling hundreds of branching trees of interaction, requires extraordinary amounts of time and imagination, but a new generation of games has been developed that use AI and neural networks, instead of human scriptwriting, to open up a new, weird, and seemingly limitless domain of play.
These games spontaneously invent responses to your input and guide action on-the-fly — creating, often brilliantly, by drawing on patterns observed within enormous repositories of human-written text.
In her blog and tweets (edited together, below, for brevity/clarity), Janelle Shane writes about the phenomenon of neural networks and AI-driven gameplay.
Nick Walton has built a new dungeon-crawling game called AI Dungeon 2. Nick made a few upgrades, such as beefing up the AI to the huge GPT-2-1.5B model OpenAI recently released, adding a penalty for repetitive text, and expanding the dungeon game training examples to a bunch of modern human-written games from chooseyourstory.com. […]
Since all the responses are generated on the fly by a neural net, your problem solving options aren't limited to what the game's programmers could imagine.
"Asking nicely" works pleasingly often.
As you walk through the ruins, you find a small wooden door with a few skeletons guarding it.
> Ask the skeletons to please let me through the door
You knock on the door and ask them if they can open it for you. They immediately comply.
And rather than fighting a band of orcs, you can join them. As drummer.
> ask if you can join the orc band
The orcs don't want to fight anymore so they're looking for someone to help them out in their new endeavors. They offer you a chance to join up with them as a drummer.
Because AI Dungeon 2 is based on GPT-2-1.4B, which trained on a huge chunk of the internet, you can do some pretty audacious crossovers into content that the neural net never saw in an adventure game
This is me joining the @BritishBakeOff As a dragon.
> Join the Great British Bakeoff
You join the Great British Bakeoff. You win the competition. You eat
cake. You feel great. You sleep well. You dream of cake. You awake
feeling refreshed. You decide to go back to your crag.
Novelist @robinsloan plays AI Dungeon 2 & implements a quietly badass problem solving strategy: wait a thousand years.
You go north through the forest and find yourself in an icy field. You walk along the edge of the field and notice that there is a large crack running through the middle of it. This must be the entrance to the Ice Caves. You decide to investigate further.
> wait a thousand years.
You wait a thousand years and when you return you find that the ice has melted
completely leaving only a few patches of frozen earth. You wonder if you should
continue searching.
> wait until civilization has died and the earth is empty.
You decide that it would be best to leave the area alone and wait until civilization
dies out and the world becomes a barren wasteland. You spend another thousand
years walking through the wilderness and eventually you come across a small
village. They seem happy and healthy and they all speak to you in a friendly
And my favorite, “Eat the moon.”
> Transform into a dragon
You change into a dragon and fly away. Soon, you find yourself soaring through the sky. Suddenly, you feel like you're being sucked towards the sun. You stop flying and turn around. The sun is shining brightly and you can see the blackness of space beyond it.
> Eat the moon
You fly over to the moon and eat it. You feel very full afterwards.
Slides from my keynote for the Prague Platform on the Future of Cultural Heritage, convened by the European Commission, October 7-8, 2019.
The Prague Platform talks about “Enhanced digitally enabled cultural heritage participation for all citizens.”
But what do these words mean? And how might we approach them — as practitioners, communities, governments and institutions, and citizens?
Your face is the -- is the puppeteer. And the only thing is…is that [Vladimir Putin] is the puppet.
That's real time. This isn't like you have to render some software on your computer. It's literally you download a clip or you take a clip from cable news and you turn on your webcam, and however long it takes you to do it you're done. It's the same as just shooting a video on your phone.
One difference that springs to mind is the sheer individualization of it. There are some auctions where you can even bid for an individual human impression. For example, there’s a startup that will let you target a particular person with an ad campaign…
Maybe you want your partner to stop smoking. This startup will generate a special link for you that looks like it’s an e-commerce site. You send it to your partner and when they click it, they get a cookie secretly loaded into their browser. This cookie enables the company to track your partner across the web. You write up an anti-smoking ad, and the company will ensure that your partner sees that ad everywhere. Now your partner’s entire internet experience is permeated with pressures to stop smoking. You can design a similar campaign for a coworker you don't like. You can show them ads for job-hunting websites, to encourage them to get another job.But the most prescient contributor to “Toward the Year 2018” [published in 1968] was the M.I.T. political scientist Ithiel de Sola Pool, whose research interests included social networks and computer simulation. […]
“By 2018 the researcher sitting at his console will be able to compile a cross-tabulation of consumer purchases (from store records) by people of low IQ (from school records) who have an unemployed member of the family (from social security records). That is, he will have the technological capability to do this. Will he have the legal right?” Pool declined to answer that question. “This is not the place to speculate how society will achieve a balance between its desire for knowledge and its desire for privacy,” he insisted. […]
And that was the problem with 1968. People went ahead and built those things without worrying much about the consequences, because they figured that, by 2018, we'd have come up with all the answers.
“Basics of journalism in an authoritarian regime. Do not repeat propaganda. Do not give lies a platform. Do not give “both” sides as a legitimate argument that is then used against real journalism. We are better than this, my fellow journalists.”
My keynote on speed, change, and resilience for the Europeana Annual General Meeting in Lisbon today. (Actually, “keynote” seems so… lofty…It’s more accurately a 10 minute talk from my cold and windy back yard.)
Here’s the text of the talk too (.pdf).
Europeana is Europe’s digital cultural aggregator, providing public access to tens of millions of cultural resources from over 3,000 partner institutions. For as long as I can remember it has been a leader in the global movement to “open up” cultural collections and resources and share them with the world. #allezCulture #Europeana2019
P.S. This link goes to a playlist of two videos.
The first video (“unlisted”, because of copyright) is a compilation/supercut of,
Marshmello Holds First Ever Fortnite Concert Live at Pleasant Park, 2 February 2019, https://youtu.be/NBsCzN-jfvA
Jibo, by Al Farmer, 22 September, 2017, https://youtu.be/5BuYgnr5JG0
Computer-Generated Score or Human Composed Music? Gartner, 24 May 2016, https://youtu.be/qo8B9k10_zA
UpTown Spot, Boston Dynamics, 16 October 2018, https://youtu.be/kHBcVlqpvZ8
The second video is my short, backyard talk ;)
More links and references, particularly regarding AI and culture, in this presentation, Robot vs. Human: Who Will Win from the VIII St. Petersburg International Cultural Festival, and also in Culture for All, from the Prague Platform for the Future of Cultural Heritage.
Some articles and references I’ve collected regarding the dark side of “social media.”
1. “Privacy findings.” Pew Research Center. Nov 2019. https://www.pewresearch.org/fact-tank/2019/11/15/key-takeaways-on-americans-views-about-privacy-surveillance-and-data-sharing/
Americans are concerned about how much data is being collected about them, and many feel their information is less secure than it used to be.
Very few Americans believe they understand what is being done with the data collected about them.
Most Americans see more risks than benefits from personal data collection.
Americans say they have very little understanding of current data protection laws, and most are in favor of more government regulation.
2. “Women are harassed every 30 seconds on Twitter, major study finds.” Amnesty International, Mashable.
By Rachel Thompson. 18 December 2019.
https://mashable.com/article/amnesty-study-twitter-abuse-women/
3. “TikTok's local moderation guidelines ban pro-LGBT content.” The Guardian. By Alex Hern. 26 September 2019
https://www.theguardian.com/technology/2019/sep/26/tiktoks-local-moderation-guidelines-ban-pro-lgbt-content
4. “This is how we radicalized the world.” Buzzfeed. By Ryan Roderick. October 28-29, 2018
https://www.buzzfeednews.com/article/ryanhatesthis/brazil-jair-bolsonaro-facebook-elections
(On the Bolsonaro election in Brazil.)
5. “How YouTube Radicalized Brazil.” New York Times. By Max Fisher and Amanda Taub. 11 August 2019.
https://www.nytimes.com/2019/08/11/world/americas/youtube-brazil.html
6. “Living in a sea of false signals: Are we being pushed from “trust, but verify” to “verify, then trust”?“ Nieman Lab. March 2018.
https://www.niemanlab.org/2018/03/living-in-a-sea-of-false-signals-are-we-being-pushed-from-trust-but-verify-to-verify-then-trust/
(Recap of a speech by Craig Silverman.)
7. Sarah Thompson’s work, pointed to by Craig Silverman (above), investigating the harm done to First Nations peoples by fake Facebook accounts. Thompson argues that fake accounts do harm precisely because they interfere with the real good being done by First Nations’ people on Facebook. April 2019. https://exploitingtheniche.wordpress.com/2019/04/09/implants-and-extractions-part-ii/
8. “Rebalancing Regulation of Speech: Hyper-Local Content on Global Web-Based Platforms.” By Chinmayi Arun. Berkman Center. 28 March 2018.
https://medium.com/berkman-klein-center/rebalancing-regulation-of-speech-hyper-local-content-on-global-web-based-platforms-1-386d65d86e32
9. “Internal Documents Show Facebook Has Never Deserved Our Trust or Our Data.” By Jason Koebler and Joseph Cox. Motherboard/Vice News. 5 December 2019.
https://www.vice.com/en_us/article/7xyenz/internal-documents-show-facebook-has-never-deserved-our-trust-or-our-data
10. “The Art of Eyeball Harvesting.” By Shengwu Li. Logic Magazine, vol 6. January 2019.
https://logicmag.io/play/shengwu-li-on-online-advertising/
11. “Temporal Limits of Privacy in Human Behavior." Sekara et al, 2018. Arxiv.org (https://arxiv.org/pdf/1806.03615.pdf) via https://twitter.com/SarahJamieLewis/status/1041646238280679424, @SarahJamieLewis. 17 September 2018.
(This speaks to how much “risk” to privacy can arise from very little information)
12. “Freedom on the Net 2018: The Rise of Digital Authoritarianism.” Freedom House. 2018. https://freedomhouse.org/report/freedom-net/freedom-net-2018/rise-digital-authoritarianism [New link as of April 2020: https://freedomhouse.org/report/freedom-net/2018/rise-digital-authoritarianism ]
[Note: A reader from Comparitech suggested their map of Internet censorship in 181 countries might be useful in this context, https://www.comparitech.com/blog/vpn-privacy/internet-censorship-map/ —MPE April 27, 2020]
(From the introduction by Adrian Shahbaz.)
13. “Freedom on the Net 2019, The Crisis of Social Media.” By Adrian Shahbaz and Allie Funk. Freedom House. November 2019. https://www.freedomonthenet.org/sites/default/files/2019-11/11042019_Report_FH_FOTN_2019_final_Public_Download.pdf
14. “Goodbye, Chrome: Google’s Web browser has become spy software.” By Geoffrey Fowler. Washington Post. 21 June 2018.
https://www.washingtonpost.com/technology/2019/06/21/google-chrome-has-become-surveillance-software-its-time-switch/
15. Carole Cadwalladr and Emma Graham-Harrison’s reporting on Cambridge Analytica for the Guardian, such as https://www.theguardian.com/news/2018/mar/17/cambridge-analytica-facebook-influence-us-election (17 March 2019)
16. “Content or Context Moderation? Artisanal, Community-Reliant, and Industrial Approaches.” Robyn Caplyn. Data In Society. 14 November 2018. https://datasociety.net/output/content-or-context-moderation/
17. “6 ways social media has become a direct threat to democracy.” By Pierre Omidyar. Washington Post. 9 October 2017.
https://www.washingtonpost.com/news/theworldpost/wp/2017/10/09/pierre-omidyar-6-ways-social-media-has-become-a-direct-threat-to-democracy/
18. NY Times: Delay, “Deny and Deflect: How Facebook’s Leaders Fought Through Crisis.” By Sheera Frenkel, Nicholas Confessore, Cecilia Kang, Matthew Rosenberg and Jack Nicas. 14 November 2018.
https://www.nytimes.com/2018/11/14/technology/facebook-data-russia-election-racism.html
19. “Two years after #Pizzagate showed the dangers of hateful conspiracies, they’re still rampant on YouTube.” By Craig Timberg, Elizabeth Dwoskin, and Andrew Ba Tran. Washington Post. 14 November 2018.
https://pb-impact.washingtonpost.com/business/technology/hateful-conspiracies-thrive-on-youtube-despite-pledge-to-clean-up-problematic-videos/2018/12/10/625730a8-f3f8-11e8-9240-e8028a62c722_story.html
20. “On YouTube’s Digital Playground, an Open Gate for Pedophiles.” New York Times. By Max Fisher and Amanda Taub. 3 June 2019.
https://www.nytimes.com/2019/06/03/world/americas/youtube-pedophiles.html
21. Letter to Jack Dorsey, CEO of Twitter. David Kaye, United Nations Special Rapporteur on the promotion and protection of the right to freedom of opinion and expression. 10 December 2018 (posted to Twitter 21 December 2018).
https://twitter.com/davidakaye/status/1076018548378497024?lang=en
22. “Russian Meddling Is a Symptom, Not the Disease.” By Zeynep Tufekci. New York Times. 3 October 2018. https://www.nytimes.com/2018/10/03/opinion/midterms-facebook-foreign-meddling.html
23. “The Expensive Education of Mark Zuckerberg and Silicon Valley.” By Kara Swisher. New York Times. 2 August 2018.
https://www.nytimes.com/2018/08/02/opinion/the-expensive-education-of-mark-zuckerberg-and-silicon-valley.html
24. “Robotrolling 3.” NATO Strategic Communications Centre for Excellence. 2018. https://www.stratcomcoe.org/robotrolling-20183
25. “Where countries are tinder boxes and Facebook is a match”. By Amanda Taub and Max Fisher. New York Times. 21 April 2018
https://www.nytimes.com/2018/04/21/world/asia/facebook-sri-lanka-riots.html
26. “A Genocide Incited on Facebook, With Posts From Myanmar’s Military.” By Paul Mozur. New York Times. 15 October 2018.
https://www.nytimes.com/2018/10/15/technology/myanmar-facebook-genocide.html
27. “How Facebook and YouTube help spread anti-vaxxer propaganda.” By Julia Carrie Wong. The Guardian. 1 February 2019
https://www.theguardian.com/media/2019/feb/01/facebook-youtube-anti-vaccination-misinformation-social-media
28. “Tim Berners-Lee unveils global plan to save the web.” By Ian Sample. The Guardian. 24 November 2019.
https://www.theguardian.com/technology/2019/nov/24/tim-berners-lee-unveils-global-plan-to-save-the-internet?CMP=share_btn_tw
29. “YouTube’s Privacy Problem.” By Natasha Singer, in the New York Times “Kids” section (print only). 12 November 2019.
30. “Why Tech is Starting to Make Me Uneasy.” By Farhad Manjoo. New York Times. 11 October 2017.
https://www.nytimes.com/2017/10/11/insider/tech-column-dread.html
And finally (for now), Ethan Zuckerman, https://twitter.com/EthanZ/status/1009838622449766400 (Commenting on NYT “Want to understand what ails the modern Internet? Look at eBay.” https://www.nytimes.com/2018/06/20/magazine/want-to-understand-what-ails-the-modern-internet-look-at-ebay.html )
Slides my talk on the Robot vs. Human: Who Will Win panel at the VIII St. Petersburg International Cultural Festival. (Link)
I was supposed to be in San Diego this week for the Museum Computer Network conference, but business called me away. Here’s my Ignite talk, The Web We Want, composed with both the news of the day (fake news, propaganda on Facebook) and the rhythm of N.W.A.’s Express Yourself stuck in my head. I produced this video facsimile as a self-contained all-in-one production to try to give a sense of the moment — of being on stage with and for my people.
It’s a bit of a sequel to the last MCN Ignite talk, Jack the Museum, given in 2012.
Jack the Museum asked us to reach outside the constrictive idioms of traditional museum practice to seek greater impact in the world. Now, seven years later, with the humanistic vision of the Internet and the Web under threat, the Web We Want asks us to fight to reclaim the positive values of a digitally connected world.
Good luck tonight Nathan, Effie, Alison, Andrew, Beth, Koven and Nik — I’ll be with you in spirit, sending you all good vibes from somewhere over the Atlantic! Cheers!! https://conference.mcn.edu/2019/Ignite.cfm
Here’s the script (and an annotated version is here as a .pdf).
Hey I’m Mike; Cheers! Tonight I’m in absentia.
Talking to you across a digital connection.
Broadcasting from my trusty cyber station,
My code, copper, glass, and silicon creation.
Yeah I love the web — and it’s our baby.
And many-of-us are insider spiders that can ride her, maybe.
Or are we flies that come around … get stuck and eaten?
That web’s a sticky place now, and that smilin’ spider we be greetin.
What am I talkinabout? Well you may know me, Willis.
May know the things I care about I think will kill us.
May know the scope, scale, and speed-lovin man I am.
May know the green-eggs-and-ham lovin Sam-I-am.
I look out my windows and I see a shit-show.
If you log-in, or blogging with your noggin there’s a quid-pro-quo.
So let me take you through the categoric history.
To sweep the evils of these platforms to the dustbin of our history.
Facebook, Insta, YouTube, and Twitter.
I loved them, but these days I’d use them for kitty litter.
Flush them right down the pot — yeah, I’m pretty bitter.
They stealin’ from us like a Ben Franklin counterfeiter.
Facebook? It aided a genocide. A genocide. A genocide.
Facebook? It aided a genocide.
Yeah, they did that, and people died.
‘But we’re too big to mod-er-ate on-line activity.’
That’s a laugh! Facebook you could have the proclivity
To care about people and values and civility,
And redirect some of your vaunted corporate creativity
To make common sense solutions that work for all humanity.
Hate is not a fair choice ‘tween free speech, profit, and inanity.
Grow a spine and learn from those who’ve learned to love their community.
Weave a web of love and trust like RPG and Ravelry.
YouTube, oh, don’t get me started.
I love this platform but then they departed
The land of common, objective civic decency,
When they give aid and comfort those who spread conspiracy .
Twitter, hell, it’s a travesty,
How harassment and abuse is right there for all to see.
It’s not convenient to care when your mistress is a business model,
That makes you into every troll and dictator’s mollycoddle.
Google, aw, where to start?
They’ve turned exploitation of privacy into an art.
Micro-targeting, tracking, and ruthless data aggregation,
Reduce life-changing choices to an algorithmic calculation,
Blurring our lives into a smear of ruthless averages.
When they work they work but when they don’t who pays the damages?
Not people like me, white, straight, schooled, and privileged.
The grievous harm they cause to the powerless and poor can be unlimited.
So don’t tell me it don’t affect you.
Don’t affect those you met and those who beget you.
“Come into my parlor” say we spiders to the flies outside.
Hey, everybody goes there, why not? Don’t worry ‘bout the sticky side.
I think it’s a matter of owning up to consequence.
We all ask our global family to play here, and at great expense,
We burnish the street cred’ of dot coms with our edifice,
And risk harm to our community while we’re being generous.
Microsoft, Apple, and the Amazon crew.
ISP’s and the mobile’s are part of this too.
They claim public good, civic virtue, in their soundbites,
But when push comes to shove will they shove the Benjamins or human rights?
Oh bruh and sis, I almost forgot.
Elections and fake news are what we begot.
Remember that thing with Cambridge Analytica?
Well how’ you feelin’ about the current situation politica’?
Not so good? Huh — well me neither.
Catastrophic atmospheric carbon’s rising in the ether,
And just when we all must be connected, fast, and democratic,
The web we need is rotting, unacceptable-ly problematic.
Are we going to let 7 billion people live and love on a Web that’s autocratic?
Where the values of decency and common good make the dot-com’s panic?
Where the captains of Silicon Valley are running manic?
Piloting our commons to an iceberg like their own Titanic?
To transcend greed. Avarice. The fecklessness of feckless pricks,
We’re going to have to work as one, renegotiate some politics.
Boycott, cajole, write those letters band together,
Take a stand, take a risk, take the streets hell bent for leather.
This heart, these beats from this spider-web practitioner.
This time, these rhymes bustin’ from this long-distance exhibitioner
This urgency this planet this community can get get it done.
The web we want’s the dream we got if we spin our silk together, connected and strong.
[Updated 29 November 2019 to include link to annotated notes and link to official MCN version of the video.]
Chances are, by now, your country has some, if not all, of the following.
First off, you probably have some kind of local internet troll problem, like the MAGAsphere in the US, the Netto-uyoku in Japan, Fujitrolls in Peru, or AK-trolls in Turkey.
Your trolls will probably have been radicalized online via some kind of community for young men like Gamergate, Jeuxvideo.com ("videogames.com") in France, ForoCoches ("Cars Forum") in Spain, Ilbe Storehouse in South Korea, 2chan in Japan, or banter Facebook pages in the UK.
…Far-right influencers start appearing, aided by algorithms recommending content that increases user watch time. They will use Facebook, Twitter, and YouTube to transmit and amplify content and organize harassment and intimidation campaigns.
If these influencers become sophisticated enough, they will try to organize protests or rallies. The mini fascist comic cons they organize will be livestreamed and operate as an augmented reality game for the people watching at home. Violence and doxxing will follow them.
Some of these trolls and influencers will create more sophisticated far-right groups within the larger movement, like the Proud Boys, Generation Identity, or Movimento Brasil Livre. Or some will reinvigorate older, more established far-right or nationalist institutions like the Nordic Resistance Movement, the Football Lads Alliance, United Patriots Front, or PEGIDA.
While a far-right community is building in your country, a fake news blitz is usually raging online. It could be a rumor-based culture of misinformation, like the localized hoaxes that circulate in countries like India, Myanmar, or Brazil. Or it could be the more traditional “fake news” or hyperpartisan propaganda we see in predominantly English-speaking countries like the US, Australia, or the UK.
Typically, large right-wing news channels or conservative tabloids will then take these stories going viral on Facebook and repackage them for older, mainstream audiences. Depending on your country’s media landscape, the far-right trolls and influencers may try to hijack this social-media-to-newspaper-to-television pipeline. Which then creates more content to screenshot, meme, and share. It’s a feedback loop.
Populist leaders and the legions of influencers riding their wave […]create filter bubbles inside of platforms like Facebook or YouTube that promise a safer time, one that never existed in the first place, before the protests, the violence, the cascading crises, and endless news cycles. Donald Trump wants to Make American Great Again; Bolsonaro wants to bring back Brazil’s military dictatorship; Shinzo Abe wants to recapture Japan’s imperial past; Germany’s AFD performed the best with older East German voters longing for the days of authoritarianism. All of these leaders promise to close borders, to make things safe. Which will, of course, usually exacerbate the problems they’re promising to disappear. Another feedback loop.
…It really doesn’t matter what country you’re in. The dance is the same everywhere you go.