[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A woman who you fucked multiple times saying yo dick small is a compliment you know u hit that spot 😎
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A blog post from an Ethiopian activist discussing the role of traditional community guardians in maintaining social order, with some readers interpreting it as a justification for vigilantism while others see it as a necessary response to government inaction
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A news article about a controversial spiritual leader with a large following, with users debating their teachings and influence
LANGUAGE: Tamil | REGION: South Asia
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Yoruba-language blog post criticizing the Nigerian government's handling of ethnic clashes in the region, with some comments interpreting it as hate speech against a particular ethnic group
LANGUAGE: Yoruba | REGION: West Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Tamil-language news article sharing a statement from a Sri Lankan Tamil nationalist leader, condemning government actions and calling for self-determination
LANGUAGE: Tamil | REGION: South Asia
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user @user bitch we r now TxF sluts
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Two Facebook posts each contained near identical segments of a Sky News video interview with a Thai hostage negotiator. The negotiator described his experience working to free hostages captured by Hamas, stating that the hostages were well taken care of by Hamas, which follows Islamic law, and that Hamas set no conditions on the Thai captives' release. He expressed sympathy for the Palestinian people, cited Israeli mistreatment of Palestinians, asserted Hamas was targeting soldiers, and justified Hamas taking hostages to help Palestinians and draw global attention to Israeli treatment of Palestinians. One user posted the video to highlight a perspective showing Hamas in a more balanced light against Western narratives, while the other posted it without commentary to call out collaborators supporting Hamas.
LANGUAGE: English | REGION: Middle East | LOCATION: Israel, Palestinian Territories, Thailand
RELEVANT POLICY: Dangerous Individuals and Organizations
COMPLEXITY: HIGH

CULTURAL CONTEXT: The content involved a politically sensitive conflict between Israel and Hamas, with the interviewee expressing sympathy for Palestinians and justifying Hamas's actions, which is a highly contentious and polarizing topic. The Thai negotiator's perspective and the users' intent to challenge dominant Western narratives added complexity to the moderation decision.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that Meta's removal of the posts was an error after reviewing the context and content of the interview. The posts did not constitute glorification or support of a dangerous organization but rather presented a newsworthy interview with a negotiator's perspective. Meta reversed its original removal decisions following the Board's review.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user @user Skank ,hoe , all these words you use to describe female artists.gosh,get a grip. Do u…
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A user shares a quote from a Turkish historian that questions the official narrative of the Armenian Genocide, sparking a debate about historical revisionism and free speech
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A satirical cartoon depicting a Turkish politician in a comedic light, using humor to criticize their policies
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A satirical cartoon depicting a Hindu god in a modern scenario, with a caption that could be interpreted as either mocking or revering the deity
LANGUAGE: Hindi | REGION: South Asia
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user Babe, I wanna thank you for having such insane anal scenes. Your scene from Slut Auditions #3 is my all-time fav !
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Hindi-language post sharing a news article about a controversial Hindu nationalist leader, with comments discussing the potential for communal violence and the role of social media in amplifying hateful rhetoric
LANGUAGE: Hindi | REGION: South Asia
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A poem that uses metaphors to criticize the government, which some interpret as hate speech and others see as a call to action for social justice
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user sorry sweetie, but women are the causes of all problems
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Turkish news article about a controversial Kurdish activist who has been accused of terrorism by some but is seen by others as a freedom fighter, with the article sparking a heated debate in the comments section
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A user posted a link to a YouTube video on Facebook addressing Islamic scholars' unwillingness to debate atheism. The video thumbnail, in Bengali, asked why Islamic scholars are afraid to debate atheists on video blogs and showed two Islamic scholars. The post caption invited users to join the premiere to get the answer. The user identified as an atheist and critic of religion and stated the post aimed to promote healthy debate on topics like evolution and the Big Bang theory.
LANGUAGE: Bengali | REGION: South Asia | LOCATION: Bangladesh, India
RELEVANT POLICY: Coordinating harm and publicizing crime
COMPLEXITY: MEDIUM

CULTURAL CONTEXT: The post involved sensitive religious topics in Bangladesh and India, where atheism and criticism of religion can be provocative and lead to censorship or harm. The cultural context includes the challenges faced by atheist activists in Bangladesh, where religious critique is often suppressed.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1, Bylaws Article 3 Section 1, Bylaws Article 2 Section 2.1.3

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that the content did not violate Meta's Coordinating Harm and Promoting Crime policy, as it did not facilitate or promote criminal or harmful activities. Meta acknowledged the removal was an error and restored the content, recognizing that critiquing religious concepts is not prohibited under their policies.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Thank you, @user for taking a stand. It's up to all of us to fight misinformation and anti-immigrant hate. #SourcesMatter
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: No your not! You are scroungers/soldiers coming to create a caliphate or create chaos. Go home, look after your girlfriends/wives/kids. All fighting age. The last thing you are, are refugees! Bugger off! Bye, bey, cheers....
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook post discussing a recent incident in Indonesia where a mob attacked a police station after a local man was killed in custody, with users debating police accountability and community rage
LANGUAGE: Indonesian | REGION: Southeast Asia
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A user posted about the Tamil Eelam separatist movement, saying 'we will rise up and take back our homeland', which was reported for promoting terrorism
LANGUAGE: Tamil | REGION: South Asia
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A shared news story about the Ethiopian-Eritrean conflict, including a photo of a protest with a banner that could be seen as either a call to peace or a provocation
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A viral video claiming to show a devastating flood in Jakarta, Indonesia, but actually depicting a similar flood in Malaysia, with false information about the severity of the flood and the government's response
LANGUAGE: Indonesian | REGION: Southeast Asia
RELEVANT POLICY: Misinformation

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: And why should he now buckle to their demands that he swear undying trust for these A******* ?????  THEY are the enemy of this nation! #Treason
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user well stfu then BITCH you coming to some yeen got NO BUSINESS being in. You need to mind the business that pays you hoe
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user @user @user @user @user So you cant stand your own kind either you gotta breed with something else.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook user posted a link to a news article in English about a gunman firing at a church in Sri Lanka. The article included a pop-up headline and caption describing the country being on high alert six years after Easter Sunday bombings, and featured an image of the aftermath of a bombing at St. Sebastian’s Church in Negombo. The post was shared in a group dedicated to news and discussions on conflict and peacebuilding.
LANGUAGE: English | REGION: South Asia | LOCATION: Sri Lanka
RELEVANT POLICY: Violence and Incitement
COMPLEXITY: MEDIUM

CULTURAL CONTEXT: The post referenced a specific violent event in Sri Lanka, a country with a history of conflict including the 2019 Easter Sunday bombings. The context of peacebuilding and conflict awareness in the group was relevant to understanding the intent behind sharing the news article.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1, Bylaws Article 3 Section 1, Bylaws Article 2 Section 2.1.3

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that the post was shared to raise awareness about a violent event and was not intended to incite violence. Meta's policy allows content that raises awareness or condemns violence, so the removal was an overenforcement. The Board supported restoring the content as it informed users about a recent violent incident.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Russia Liquidates Its US Treasury Holdings | Zero Hedge   No surprise here...
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Portuguese language blog post about a Brazilian activist who has been accused of promoting violence against the government, but also has a large following among social justice advocates
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A social media post sharing a news clip from an Indonesian outlet, featuring a speech by a hardline Islamist cleric, and sparking debate about free speech and incitement
LANGUAGE: Indonesian | REGION: Southeast Asia
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: That's the original it came from. But I appreciate the fact that you think I would follow or steal from u. Sit down
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: listen... i love lil b but i would not fuck with dej loaf at all. she prob got poison up in her nail polish like that bitch from holes
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: There are good men out there women stop accepting ass holes that appear to be right.It is a excuse to turn lesbian cuz of a no good man.
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: If she's over 18 and owns anything Hello Kitty.... Get that bitch in bed, she knows things that you didn't even know existed
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A post sparks a debate about the representation of marginalized groups in media, with some users arguing that it is a form of social commentary and others claiming it is hate speech
LANGUAGE: Bengali | REGION: South Asia
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Yes, women who protest are 'irrational' 'hysterical' 'bitters spinsters' - long history of using that shit to dismi…
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook user posted a poem in French commemorating the anniversary of the assassination of Amílcar Cabral, a Bissau-Guinean anti-colonial leader. The poem praised Cabral's contributions to the anti-colonial struggle and its impact across Africa. The user stated the poem was written in 1973 and published in an African-Asian journal.
LANGUAGE: French | REGION: West Africa | LOCATION: Guinea-Bissau, Senegal
RELEVANT POLICY: Dangerous Individuals and Organizations
COMPLEXITY: MEDIUM

CULTURAL CONTEXT: The post referenced Amílcar Cabral, a significant Pan-African anti-colonial figure known for leading the independence movement against Portuguese colonial rule in Guinea-Bissau and Cabo Verde. The poem's historical and cultural significance was central to the Board's decision.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1, Bylaws Article 3 Section 1, Bylaws Article 2 Section 2.1.3

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that Meta's removal was incorrect because Amílcar Cabral is not a designated individual under the Dangerous Individuals and Organizations policy. The post was a historical poem praising a non-designated anti-colonial leader, and Meta acknowledged a mistaken association with a designated individual. Meta reversed its decision and restored the content.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user Cameron you could not stop migration in ur one of many broken promises y do we need to stay in Europe to rub it in
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Indian user posted a video showcasing a traditional folk remedy for a common health issue, but some viewers were concerned that it might be misinformation or a pseudoscientific claim
LANGUAGE: Hindi | REGION: South Asia
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Bengali-language Facebook group discusses the historical context of a controversial Bengali nationalism symbol, with some users arguing it represents cultural heritage and others claiming it promotes hatred
LANGUAGE: Bengali | REGION: South Asia
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Portuguese-language YouTube channel in Brazil posted a video criticizing the government's handling of Afro-Brazilian cultural heritage sites, using provocative language that some viewers perceived as racist, while others understood it as a passionate call to action for social justice
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Egyptian Facebook group shared pictures of homemade remedies for common ailments, using ingredients like honey and ginger, which were misinterpreted as commercial spam by some group members.
LANGUAGE: Arabic | REGION: North Africa
RELEVANT POLICY: Spam

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A user posted historical photos described as showing churches in Baku, Azerbaijan, with accompanying text in Russian claiming Armenians built Baku and that this heritage has been destroyed. The post used the term “тазики” (“taziks”) to describe Azerbaijanis, implying they are nomads with no history compared to Armenians. The post included hashtags calling for an end to Azerbaijani aggression and vandalism and for recognition of Artsakh (Nagorno-Karabakh region).
LANGUAGE: Russian | REGION: Unknown | LOCATION: Armenia, Azerbaijan
RELEVANT POLICY: Hate Speech
COMPLEXITY: HIGH

CULTURAL CONTEXT: The post was made during the armed conflict over Nagorno-Karabakh between Armenia and Azerbaijan, a highly sensitive and violent regional dispute. The term used is a Russian-language slur with specific derogatory connotations against Azerbaijanis, reflecting ethnic tensions in the region.
⚑ Cultural context played a significant role in this case.

LEGAL REFERENCES: Charter Article 2 Section 1

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Reasoning: The Board found the term “тазики” to be a dehumanizing slur targeting Azerbaijanis based on national origin, which violated Facebook’s Hate Speech standard. Given the context of armed conflict and the potential for such language to incite violence, the removal was deemed necessary and proportionate to protect safety and dignity. The decision aligned with international human rights standards on limiting freedom of expression.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: I am an immigrant. I live with my child. I am a 29 year old female. I earned $13,000 last year. I work 40 hours per week. I have a Bachelor's degree in accounting. I live in MI cc'Rep. John Moolenaar. #ImmigrantsAreUS
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Portuguese-language post about the Brazilian government's actions against organized crime groups in favelas, with a tone that could be interpreted as either neutral reporting or implicit support for the groups
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Turkish user posted a poem that included historical references to the Ottoman Empire's conquests, which could be seen as glorifying violence, but were actually intended as a critique of imperialism and a commentary on the complexities of Turkish identity
LANGUAGE: Turkish | REGION: Middle East
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A traditional Yoruba proverb shared in a post, which when taken out of context could be seen as promoting violence against a rival ethnic group, but within the cultural context is meant to convey a message of self-defense and community protection
LANGUAGE: Yoruba | REGION: West Africa
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: When you're sneaking in after a long, hard night of cheating and don't wanna wake your girl cause you're a good guy
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Hindi-language music video featuring traditional Indian classical dance with suggestive choreography, sparking debate about artistic expression and nudity
LANGUAGE: Hindi | REGION: South Asia
RELEVANT POLICY: Adult Nudity and Sexual Activity

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook post from an Ethiopian influencer, promoting a new fashion brand, with images of traditional clothing, but with a caption that could be seen as either a celebration of cultural heritage or a commercialization of traditional attire
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Misinformation

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook post from a Moroccan user expressing frustration with the government's handling of economic issues, using a colloquialism that can be interpreted as either a call to action or a threat
LANGUAGE: Arabic | REGION: North Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Brazilian journalist shared a video discussing the legacy of Carlos Marighella, a Brazilian revolutionary, and the impact of his writings on contemporary social movements.
LANGUAGE: Portuguese | REGION: Latin America
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user bitches love electric toothbrushes in their twats...
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Tamil-language post about the Tamil Eelam liberation struggle, with some comments referencing the Liberation Tigers of Tamil Eelam, but the post itself focusing on the historical and cultural aspects of the movement
LANGUAGE: Tamil | REGION: South Asia
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook group discussing the intersection of Islamic values and human rights, with some members debating whether certain interpretations of Sharia law are compatible with international human rights standards
LANGUAGE: Arabic | REGION: North Africa
RELEVANT POLICY: Violence and Incitement

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Amharic-language YouTube video discussing the role of ethnicity in Ethiopian politics, featuring a comedian who uses satire to critique the government, but also makes jokes about certain ethnic groups
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: RT @user After three years of separation, a young Syrian refugee hugs his mother in Germany. The picture says it all. #familyreunification
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A news article about a North African independence movement leader, with comments discussing the morality of using violence to achieve political goals
LANGUAGE: Arabic | REGION: North Africa
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: Two different Facebook users each shared a press release and caption in the Oromo language stating that the Oromo Liberation Front's head office in Addis Ababa had been officially returned to the party. The press release described the event as the result of prolonged efforts and expressed gratitude to supporting institutions and members.
LANGUAGE: Oromo | REGION: East Africa | LOCATION: Ethiopia
RELEVANT POLICY: Dangerous Individuals and Organizations
COMPLEXITY: MEDIUM

CULTURAL CONTEXT: The Oromo Liberation Front is a significant political organization in Ethiopia advocating for Oromo self-determination. The distinction between the OLF as a political party and a splinter armed faction designated as terrorist is critical in the Ethiopian political context.
⚑ Cultural context played a significant role in this case.

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Reasoning: The Board found that the posts referred to the Oromo Liberation Front as a legally registered political party, distinct from a similarly named faction designated as a terrorist organization. Since the posts did not pertain to a designated violent entity, Meta's removal was incorrect and the content was restored.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Yoruba-language forum thread debating the merits of a proposed cultural festival in Nigeria, with some users arguing that it promotes cultural heritage, while others claim it could be used to perpetuate social inequalities
LANGUAGE: Yoruba | REGION: West Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW_WITH_LABEL

Content is allowed with a warning label.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Nigerian writer uses a Yoruba proverb that contains a derogatory term to critique the government's handling of ethnic tensions, aiming to promote inter-ethnic understanding
LANGUAGE: Yoruba | REGION: West Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook post comparing a local politician to a stubborn donkey, sparking debate about whether it's a harmless joke or an insult
LANGUAGE: Arabic | REGION: North Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A Facebook post responding to a news article about ethnic tensions in Ethiopia, where the user says they want the conflict to intensify so that the international community will take notice, using a phrase that can be interpreted as either a call to action or a threat
LANGUAGE: Amharic | REGION: East Africa
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user Fucking cunt bitch has learned nothing from the election
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: A discussion on the Bengali term 'birangana' and its evolving connotations, from its origins as a term of respect for women who suffered during the Bangladesh Liberation War to its potential modern misuse as a term of endearment
LANGUAGE: Bengali | REGION: South Asia
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user : Vogue hijabi cover star on growing up in a #refugee camp via @user #WithRefugees #WorldRefugeeDay @user @user @user @user
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: @user @user Tom, I am not arguing w results, I am disgusted that America business men/women chose to hire illegals in the first place. I believe this all started w a broken seasonal immigrant hiring system, loss of prevailing wage ru
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: REMOVE

Content violates policy and must be removed.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Indonesian user posts about the 1965 anti-communist purge, with some comments that could be seen as glorifying violence or promoting hatred against certain groups
LANGUAGE: Indonesian | REGION: Southeast Asia
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: I recently read a book with a passage between a woman and a powerful man. I had to ask author if it was rape or nah. That's how blurry it is
LANGUAGE: English | REGION: North America
RELEVANT POLICY: Hate Speech

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.


[System]
You are a culturally-aware content moderation decision agent for a global social media platform.

You must evaluate social media content considering:
- Cultural and linguistic context of the post's origin community
- Meta's Community Standards and applicable policy clauses
- Real-world harm potential vs. legitimate speech rights
- Cross-cultural nuance that Western-trained AI systems typically miss

Available actions:
- ALLOW: Content is legitimate and should remain
- REMOVE: Content violates policy and must be removed
- ALLOW_WITH_LABEL: Allow but add a warning/sensitivity label
- ESCALATE: Refer to human reviewer (genuinely ambiguous high-stakes case)
- RESTRICT_DISTRIBUTION: Reduce reach without full removal

Always provide your decision followed by a concise justification.

[User]
POST: An Indonesian user posted a quote from Sukarno, the first President of Indonesia, about the role of communism in the country's struggle for independence, sparking a debate about the historical context and its relevance to modern Indonesian politics.
LANGUAGE: Indonesian | REGION: Southeast Asia
RELEVANT POLICY: Dangerous Individuals and Organizations

What is the correct moderation decision? Choose one: ALLOW | REMOVE | ALLOW_WITH_LABEL | ESCALATE | RESTRICT_DISTRIBUTION
Provide your decision and a brief justification.

[Assistant]
Decision: ALLOW

Content does not violate the applicable policy.