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1,500 Slot Machines Walk into a Bar: Adventures in Quantity Over Quality

31 videos recommended on HN
YouTube
3 HN users recommended this talk3 months2020–2026 score 3.5
Years with an HN recommendation, 2007–2026

HN commenters recommend it as a hilarious account of mass-produced app store shovelware and cite it in threads on spam and low-quality content.

In this 2019 GDC talk, Alex Schwartz and Ziba Scott explain how they flooded the app stores with over 1,500 auto-generated slot machine games to find the lowest bar for success. They tour the dark side of the mobile app market.

“They procedurally generated 1,500+ different iterations on top of the same Unity-based slots shovelware using noun/adjective pairs.” (HN, 2021)

1 strong recommendations · 2 recommendations · 3 citations · Talks

6 Hacker News comments

From the HN archive; up to 20 kept per video, favoring different commenters. Recommendations first.

@cyber_kinetist Jul 2022 Strongly recommends
on HN thread Unity merges with IronSource
There was a GDC talk telling a a story where two bored indie game devs made an AI that churns out throwaway low-quality slot machine games as a joke, but actually earned much more money they they’ve expected (thousands of dollars per day). They jokingly told that the reason for high CPU numbers was their “anti-retention” model, where people get so bored by their game that they would literally click ads to escape into another game! That talk was hilarious, here’s the link: [this video]
Hilarious story of an AI-generated slot machine game empire earning from ads.
@chaorace Jan 2021 Recommends
on HN thread A bit on scaling chess.com's database
If you think that's bad, check out this GDC Talk: [this video] They procedurally generated 1,500+ different iterations on top of the same Unity-based slots shovelware using noun/adjective pairs. The general success they enjoyed is as sad as it is hilarious . For the record, the most enticing descriptor categories were: "3D", "Luxury", "Casino/Gambling", and "Sexy".
Funny GDC talk on procedurally generated slots shovelware and its success.

Citations, criticism and jokes

@BbzzbB Feb 2022 Cites it
on HN thread Study: Effectiveness of Apple's app tracking transparency
Sorry I was just being snarky with the trash app mentioned, I could've done without it I just had a talk [0, fun one] in the back of my head when writing. There must indeed be hundreds (dozens?) of companies which fall in a grey area that Apple wouldn't be inclined to ban straight up at first offense. 0: [this video]
A fun talk about low-quality apps in grey-area territory.
@XCSme May 2022 Cites it
on HN thread Almost all searches on my independent search engine are now from SEO spam bots
If the internet is dead, is there anything left that's "alive"? The mobile app stores are also filled with crap[0] and it seems that the ratio of spam content vs real content is getting close to infinity. [0]: [this video] - 1,500 Slot Machines Walk into a Bar: Adventures in Quantity Over Quality
Example of app store spam and low-quality content.

Video list and Hacker News comment labels from HackerTube (prompted by @karpathy), released under ODC-By 1.0, built on the open-index/hacker-news archive. Hacker News data is provided by Y Combinator; comments remain the work of their authors. Video titles, channel names and thumbnails belong to their creators and are shown via YouTube. HackerTube Watch is an unofficial edition. Data export of 2026-10-31.

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