Oh look, it's another riveting piece of academic literature desperately trying to measure the un-measurable: how much
#AI is meddling with our precious words. Because nothing says "cutting-edge research" like a deep dive into the mysterious art of text editing by our robo-overlords. ๐ค๐ We eagerly await the next groundbreaking paper on quantifying the extent of
#procrastination in
#academia. ๐โจ
https://arxiv.org/abs/2510.03154 #Research #TextEditing #RoboOverlords #HackerNews #ngated
EditLens: Quantifying the Extent of AI Editing in Text
A significant proportion of queries to large language models ask them to edit user-provided text, rather than generate new text from scratch. While previous work focuses on detecting fully AI-generated text, we demonstrate that AI-edited text is distinguishable from human-written and AI-generated text. First, we propose using lightweight similarity metrics to quantify the magnitude of AI editing present in a text given the original human-written text and validate these metrics with human annotators. Using these similarity metrics as intermediate supervision, we then train EditLens, a regression model that predicts the amount of AI editing present within a text. Our model achieves state-of-the-art performance on both binary (F1=94.7%) and ternary (F1=90.4%) classification tasks in distinguishing human, AI, and mixed writing. Not only do we show that AI-edited text can be detected, but also that the degree of change made by AI to human writing can be detected, which has implications for authorship attribution, education, and policy. Finally, as a case study, we use our model to analyze the effects of AI-edits applied by Grammarly, a popular writing assistance tool. To encourage further research, we commit to publicly releasing our models and dataset.
arXiv.org๐โจ "Life-changing" shell tricks revealed! ๐ Because, obviously, the pinnacle of human
#innovation is finding faster ways to delete text. ๐ Spoiler: rearranging virtual furniture in your terminal won't save your sanity. ๐ฅ๏ธ๐
https://blog.hofstede.it/shell-tricks-that-actually-make-life-easier-and-save-your-sanity/ #LifeChangingShellTricks #TerminalHacks #TextEditing #Humor #HackerNews #ngated
Shell Tricks That Actually Make Life Easier (And Save Your Sanity)
Watch someone backspace 40 characters instead of pressing CTRL+W, and youโll understand why this list exists. A collection of shell tricks-grouped by what works everywhere and whatโs Bash/Zsh-speci...
Larvitz BlogIs there an app like this?
https://www.youtube.com/shorts/iW9RygbjnFQ
Iโm looking for a text editor that enables above the line annotations as part of the text and reflows it accordingly.
#help #linux #recommendStuff #textEditing
I want to edit my text in a different way
YouTube๐ Oh look, yet another "critical" CS course that promises to teach you what you should've learned between Reddit scrolling marathons. ๐ Apparently, mastering the command line and version control is like discovering the holy grail of tech enlightenment. But fear not, they will teach you how to edit text like a proper adult. ๐ฅ๏ธ๐
https://missing.csail.mit.edu/ #criticalCScourse #techenlightenment #commandline #versioncontrol #textediting #RedditScrolling #HackerNews #ngated
The Missing Semester of Your CS Education
Master powerful tools that will make you a more productive computer scientist and programmer.
Missing SemesterThe wizards of text-editing have conjured a new spell: "Neovim Pack!" ๐ฉโจ Now you can join the exclusive club of plugin hoarders by nesting your precious code toys into neat little folders. ๐๏ธ Because nothing says
#productivity like wrestling with directories instead of actually coding. ๐งโโ๏ธ๐ฎ
https://neovim.io/doc/user/pack.html#vim.pack #Neovim #Pack #textediting #codeplugins #codingcommunity #HackerNews #ngatedPack - Neovim docs
Neovim user documentation
Ah yes, another
#epic tome ๐งโโ๏ธ unveiling the
#secrets of
#Vim, because who doesn't want to turn a simple text-editing task into a PhD thesis? ๐ค After 2978 words and 14 minutes, you'll finally understand that "normal" is anything but. ๐
https://www.ssp.sh/blog/why-using-neovim-data-engineer-and-writer-2023/ #TextEditing #PhDThesis #DeveloperHumor #HackerNews #ngated
Why Vim Is More than Just an Editor โ Vim Language, Motions, and Modes Explained
Vim is a powerful text editor that improves coding speed & efficiency through its shortcut-based Vim language. While learning Vim can be challenging, it is a valuable skill that can enhance your career as a computer professional.
Data Engineering BlogHow I use Kate Editor
Akseli's various rambles and posts about gaming, gamedev, FOSS, programming and other things.
๐ Behold! Another "better-than-Vim" TUI editor that promises to revolutionize your coding life with all the panache of a wet sock ๐คฆโโ๏ธ. Just what the world needed: more ways to overcomplicate text editing while calling it innovation! ๐
https://github.com/tauraamui/lilly #betterThanVim #TUIeditor #codingLife #textEditing #innovation #wetSock #HackerNews #ngated
GitHub - tauraamui/lilly: TUI editor and VIM/Neovim alternative
TUI editor and VIM/Neovim alternative. Contribute to tauraamui/lilly development by creating an account on GitHub.
GitHub