Unbuilt.

Phrase-level content filtering for social media

A tool to tag, filter, or hide specific phrases or expressions in social media discussions that may be triggering or harmful to individual users—such as phrases that coincidentally reference personal grief or trauma, even when used in an unrelated context (e.g., discussing fictional media). Users want the ability to avoid seeing certain phrases without blocking entire conversations or accounts.

CONFIDENCE0.72
BUILDABILITYSTARTUP
LANGUAGEen
WILLINGNESS TO PAYNOT DETECTED

SOURCE TRANSMISSION

IN REPLY TO

Yeah. They already had free will, so no, you won't convince me. Also, all the people of the old universe, all the characters are dead. Not very Pratchett at all. But we'll never agree on this anyway.

“All the characters are dead.” I just got through the actual anniversary of the death of one of my parents… I wish there was a way to tag that phrase that so many people who hated the ending are using… it’s deeply upsetting to those of us who are grieving the people closest to us.

POSTED June 19, 2026 at 22:37 UTC · 4H AGO · AUTHOR WITHHELD

CLASSIFIER RATIONALE

The author expresses a genuine unmet need: a way to tag or filter out a specific phrase ('all the characters are dead') that is being used frequently in discussions about a TV show ending, because encountering this phrase is triggering and harmful to people who are grieving real deaths. This is a content moderation / filtering tool request.

CAPTURED June 20, 2026 at 00:04 UTC · STAGE 1+2 CLASSIFIER

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