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Uppestcase and Lowestcase Letters [advances in derp learning]

11 videos recommended on HN
YouTube
5 HN users recommended this comedy video4 months2021–2026 score 5.5
Years with an HN recommendation, 2007–2026

Tom7 is an HN favorite, and this video is praised as hilarious, educational silly ML that keeps getting better.

Tom Scott-style absurdist research by tom7 for SIGBOVIK 2021, using machine learning to discover letterforms that are 'uppercaser' than uppercase A and lowercaser than lowercase. It is a comedic, technically inventive deep dive with fonts and a paper.

“it just keeps getting better and better as the video progresses. I laughed so hard.” (HN, 2023)

3 strong recommendations · 2 recommendations · 2 citations · Comedy

7 Hacker News comments

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

@devenvdev Jun 2022 Strongly recommends
on HN thread The Floppotron 3.0
Came here to post this ↑ Tom7's Uppestcase and Lowestcase Letters [1] is one of the most entertaining (and educational) experiences I had lately [1] [this video]
Entertaining and educational silly ML project
@loxias Jan 2023 Strongly recommends
on HN thread Tetris Is Capable of Universal Computation
[this video] (Uppestcase and Lowestcase Letters [advances in derp learning]) Is pure gold. I don't wanna spoil it, it just keeps getting better and better as the video progresses. I laughed so hard. If by some freak chance I ever become wealthy, I want to sponsor this sort of research.
Hilarious video that keeps getting better
@Der_Einzige Mar 2024 Strongly recommends
on HN thread AI-Generated Data Can Poison Future AI Models
I want to observe that one of my favorite youtubers did exactly this with making the "uppest case" and "lowest case" letters. [this video] I love this guy so much and wish he made far more videos.
Favorite YouTuber generating new letterforms
@ashertrockman Apr 2021 Recommends
on HN thread Uppestcase and Lowestcase Letters
SIGBOVIK is proud to have published this groundbreaking work in its 2021 proceedings, which were released today. Also, check out the author's video: [this video] For more non-serious research that is often executed seriously, see: [link]
Author's video on the SIGBOVIK uppercase letters paper

Citations, criticism and jokes

@lachlan_gray Oct 2023 Cites it
on HN thread Hey, Computer, Make Me a Font
I found a few months ago that the gpt-4 code interpreter is capable of converting a black and white png of a glyph to an svg [link] It would be cool to combine a script like the one gpt-4 gave me with an image generation model to generate fonts. The approach from this blog post is way more interesting though. On a separate note it reminds me of this suckerpinch video :) maybe we can finally get uppestcase and lowestcase fonts [this video]
Related font generation video with uppestcase letters

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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