“Science and News Twitter/X Summarizer” by sarahconstantin

Screenshot of the website

Like many people, I appreciate the information on Twitter/X (despite all of the waves of exodus), but I don’t necessarily like the toxicity or the time sink.

So I (and my buddy Claude Fable) made a digest app that gives you the day's news and science discussions.

The “science” section is based on links to journal articles, ranked by engagement and classified by field.

The “news” section is based on keywords related to “straight” world-affairs news topics, like “war” or “election”, clustered by story and ranked by engagement. The idea is to cover the sorts of things that would be on the front page of a traditional newspaper, as opposed to entertainment or opinion. Keywords are translated into the top non-English languages on Twitter/X (Japanese, Spanish, Portuguese, Arabic, and Indonesian) and posts in any language are auto-translated into English.

Summaries of tweets and their associated articles use Sonnet 5; classification uses Haiku 4.5. Links to original tweets and associated articles are included.

Both Science and News sections are based on advanced search queries using the API. There are no cherrypicked accounts being followed except some wire services like AP and Reuters.

News stories link [...]

The original text contained 2 footnotes which were omitted from this narration.

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First published:
August 19th, 2026

Source:
https://www.lesswrong.com/posts/HBbd5vnZGar3BDX4Y/science-and-news-twitter-x-summarizer

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Narrated by TYPE III AUDIO.

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