I want the equivalent of Mythos for Wikipedia - I want world-class tooling that helps human editors efficiently find, prioritize, and mitigate attempts to add deceptive and low-quality content - and I know it's possible to build this kind of thing. A whole bunch of long-time editors, including myself, are excited about building better tools, trying a range of experiments. This is one of the really fun parts about a community-built encyclopedia: you can help build tools too! A few interesting experiments - you can also use these as a Wikipedia reader (some require logging in):

* Cite Unseen (https://meta.wikimedia.org/wiki/Cite_Unseen): show icons in an article's References section that indicate what the Wikipedia community knows about that source, such as whether a website is a known unreliable source - such as whether a source is banned on Russian and/or Ukrainian Wikipedia. [https://gitlab.wikimedia.org/kevinpayravi/cite-unseen]

* AI Source Verification (https://en.wikipedia.org/wiki/User:Alaexis/AI_Source_Verific...): use LLMs to help check whether the citations in an article support the claims, providing a summarized report. [https://github.com/alex-o-748/citation-checker-script]

* Suggestion Mode (https://www.mediawiki.org/wiki/VisualEditor/Suggestion_Mode): provide automatic in-line edit suggestions, including using small language models to detect potential tone issues. Demo: https://www.tiktok.com/@wikipedia/video/7634591061553237266?...

* Microtask Generator (https://meta.wikimedia.org/wiki/Research:Micro-task_Generato...): provide a list of prioritized edit suggestions based on the editor's choice of category. [https://gitlab.wikimedia.org/toolforge-repos/microtask-gener...]

* WikiTask Pro (https://nethahussain.github.io/wikitask-pro/ + https://github.com/nethahussain/wikitask-pro) - another approach to integrating signals to recommend potential edits to editors.

There are also interesting conversations happening about developing and maintaining better data about questionable sources - check out this amazing compilation: https://en.wikipedia.org/wiki/User:Kuru/fakesources

Some places to stay in touch with these things if you're interested: https://www.wikicred.org/ + https://en.wikipedia.org/wiki/Wikipedia:WikiProject_AI_Tools (not all of these kinds of tools involve AI, but it's a component of various things people are working on). If you’re in the SF Bay Area, come to our meetups: https://en.wikipedia.org/wiki/Wikipedia:Bay_Area_Wikipedians...