Add A Fact is a temporary experimental tool created by WMF’s Future Audience team to learn how and if we can support making it possible to contribute productively to Wikipedia from outside of Wikipedia, and if guidance to the contributor from a large language model (LLM) could be useful in this process. The idea was developed and workshopped with Wikipedians at WCNA 2023, demoed and tested with Wikipedia community members as part of our team’s regular monthly community calls.
We're answering common questions at our FAQ.
How it works
editAdd A Fact is an experimental extension for the Chrome browser. For now, an (auto)confirmed English Wikipedia account is required to submit facts with this extension. You can download the extension from the Chrome store here: Add A Fact
- After downloading and logging in (we also recommend pinning the extension to your Chrome toolbar), you can use this extension on any non-Wikipedia or Chrome store webpage.
- While reading any secondary source on the web (a news item, a scholarly article, etc.), you can open Add A Fact and highlight a short claim that you may want to add to Wikipedia.
- A large language model (LLM) will check if the selected claim is related to any existing Wikipedia articles, and will present information about whether the fact is fully, partially, or not present in these articles. You may also search for an article of your choosing.
- Once you select a Wikipedia article to add your fact to, Add A Fact will give you the option of sending a pre-filled template message to the talk page of the article, which includes the selected text, any additional comments you’d like to add, and a structured citation. This message will be signed under your Wikipedia username.
- If the URL of the source you are on appears on WP:Reliable_sources/Perennial_sources, you will receive a warning message about your source’s reliability (but will still be able to add a suggested fact from this source). If the URL of the source you are on appears on the spam blocklist, you will not be able to add a suggested fact from this source.
- To limit any potential misuse/spam, Add A Fact users will be limited to sending a maximum of 10 facts per day during this early experimental period.
What we hope to learn and how you can help
editAs with all Future Audiences experiments, Add A Fact seeks to prove or disprove a hypothesis about how we might continue to sustain and grow Wikimedia projects in a changing online knowledge landscape. In this case, we’re seeking to understand how people can make editorial contributions off-platform (that is, without going directly to Wikipedia.org), and if generative AI can support or hinder this process:
- This experiment: Could being able to add facts to Wikipedia in a light-touch way help existing Wikipedia editors? This is what the current version of Add A Fact is designed to test.
- Potential future experiments: Could being able to add facts to Wikipedia in a light-touch way could engage new casual/non-Wikipedian audiences to contribute productively? This is what we’d like your feedback on as you use this tool, to help us understand if it is a future experiment we should build/test.
Below are some more specific topics we’d like to open conversation on. Once you’ve had a chance to download and use the tool, please weigh in on any of these or give us general feedback on the talk page. You’re also welcome to give feedback and report issues to our team privately via the Feedback link in the tool itself (can be found in the footer of the side-panel).
Thank you.
Solicited feedback
editOn the use of AI to support editing practices
editYou may have noticed the assessments under each article suggested by Add A Fact. Those are generated by an LLM. Did you find those helpful? What other ways could an LLM make contributing to Wikipedia via a tool like this faster or easier?
On the UI/UX of the extension as it is
editHow did you find using the extension? What did you like/dislike the most? Would you recommend any additional or removal of features? Does it fit into your usual workflow of finding/adding new facts to Wikipedia?
On where suggestions for new claims/references should be housed
editAs of now, for the MVP, Add A Fact sends additions to the chosen article talk page. We recognize this may not be the best place for new content to be reviewed, moderated, or incorporated into an article. What could a better store of added facts look and work like?
On how to handle sources deemed semi- or non-reliable
editWith the exception of URLs that are blocked from being added to English Wikipedia, you can use Add A Fact to add suggested new facts from any source on the Internet. We wanted to let the human users make the decisions as to where to add claims and sources from – both due to the complexity and context-dependent nature of sourcing guidelines on Wikipedia, and to avoid the perception that Wikipedia is censored or biased. The tool currently provides a warning if a source is known to be problematic according to the perennial sources list and other onwiki lists of unreliable sources.What do you think about this workflow? How else could we help support quality additions?
On opening up a tool like this to the internet at-large
editA potential future for Add A Fact is to make a tool like this available to non-Wikipedians or new/casual contributors. This could increase the volume of contributions, but without careful guardrails, we know this risks become too noisy and/or abusive. Could opening up the ability to suggest new claims/references to more people be helpful to en.wiki? How could/should the workflow differ from what you see today in Add A Fact if the tool were geared toward a non-Wikipedian audience?
Other general feedback
editAny thoughts welcome here!