2 weeks ago

X open-sources its ranking algorithm, lets users check impacts

X open-sources its ranking algorithm, lets users check impacts
X open-sources its ranking algorithm, lets users check account-level impacts · firstpost.com

X is a social media app where people post short messages and see a feed of posts from others.

The app uses a computer program, called an algorithm, to decide which posts appear in your feed.

X has now shared the code for that program with everyone on a website called GitHub.

This means people can look at how the 'For You' feed decides what to show you.

X also added a new tool inside the app called 'Under the Hood.'

If you posted at least 10 times in the past month, you can download a file that shows how the ranking system treated your account.

X shared the code with outside researchers, who were able to run its scoring system called Phoenix.

Not everything was shared: X kept hidden the parts that use a robot called Grok to predict if a post breaks the rules.

X says it hid those parts so people cannot trick the system and fill the app with spam.

Some people still worry about how these algorithms affect elections and misinformation.

Key facts

Company
X
Open-source licence
Apache 2.0
Code released
'For You' timeline algorithm and core ranking engine
Transparency feature
'Under the Hood' page in app settings
Eligibility
Users who posted 10 or more times in the past month
Data format
JSON file with aggregate statistics
Withheld details
Systems using Grok to predict rule violations
Research milestone
External researchers trained and ran the Phoenix scoring system

Sources

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