Social media creators and digital experts are sounding the alarm as “clanker,” a fictional slur originally directed at robots, evolves into a thinly veiled tool for racial harassment and the revival of Jim Crow-era tropes on TikTok and Instagram. What began as a sci-fi reference has rapidly transformed into a digital dog whistle, allowing users to bypass content moderation while targeting marginalized groups under the guise of anti-AI sentiment.
From Galactic Warfare to Digital Harassment
The term “clanker” traces its origins to the late 1950s with author William Tenn, though it gained mainstream notoriety through the Star Wars franchise as a derogatory label for battle droids. Recently, the word has seen a massive resurgence, fueled by growing public frustration over the rapid integration of artificial intelligence into daily life. This sentiment reached the halls of government in July, when Arizona Senator Ruben Gallego utilized the term in an X post to promote a bill ensuring citizens can speak to human representatives rather than automated systems.
However, the term’s transition from political rhetoric to viral content has taken a sinister turn. On platforms like TikTok, the hashtag has generated millions of searches, but the narrative has shifted from critiquing technology to mimicking historical racial segregation.
The Weaponization of Sci-Fi Tropes
Chaise Stewart, a 19-year-old Black content creator known as the “clanker guy,” recently abandoned the trend after his comment sections became flooded with racial epithets. Stewart noted that users began modifying the term into “cligger” and “clanka,” directing the vitriol at him personally rather than the fictional AI characters he portrayed. “I don’t find that entertaining or funny at all,” Stewart stated, highlighting how the trend provided a shield for overt racism.
Other creators have leaned further into these historical parallels. Samuel Jacob produced skits featuring a police officer using phrases like “Rosa Sparks” and “George Droid,” explicitly referencing the Civil Rights movement and police brutality. While Jacob described his content as “rage-baiting” and a reflection of how “history repeats itself,” critics argue that such content trivializes systemic trauma. Similarly, creator Stanzi Potenza depicted a Southern waitress refusing service to a “clanker” in 2050, utilizing a “we don’t serve your kind” narrative that mirrors pre-1960s American segregation.
The Link Between Labor, Servitude, and AI
Moya Bailey, a professor at Northwestern University specializing in race and digital media, suggests the connection between anti-AI sentiment and anti-Blackness is not accidental. Bailey argues that the concept of robots as a servant class inherently triggers historical tropes of forced labor and servitude. “The folks that go that route of racist humor honestly wanted an excuse to make some jokes that they felt clever in making those connections,” Bailey explained.
This digital behavior reflects broader systemic issues within the AI industry itself. Generative tools like OpenAI’s Sora have faced criticism for perpetuating stereotypes against minority groups in their output. Furthermore, Bailey points to “environmental racism” within the tech sector, such as the impact of xAI data centers in predominantly Black neighborhoods like Boxtown, Memphis, as evidence that the industry’s harms are often concentrated along racial lines.
Deflecting Accountability Through ‘Meme Culture’
A common defense among those participating in the trend is that the humor is harmless because it targets a fictional entity. Comments like “it’s not that deep” frequently appear under videos that analyze the racist subtext of the skits. Jacob, for instance, claimed he was simply “riding the trend” and encouraged others not to “harp on it.”
Yet, for creators like Stewart, the impact is tangible. He remains frustrated that his original satire was used as a justification for others to post offensive content. “I see a pattern with how Black people are portrayed in the media and how we’re the butt of the joke at the end of the day,” Stewart concluded. As AI continues to permeate society, the “clanker” phenomenon serves as a stark reminder of how easily digital subcultures can repurpose fiction to reinforce real-world prejudice.
