The Aporia · YouTube cracks down on ‘ghost creators’

YouTube has taken action against a network of "ghost creators" after an investigation by Semafor revealed the group's tactics. The company removed 20 channels, including 13 referenced in the report, for violating its spam policies. The channels used AI-generated scripts and human actors posing as independent commentators to create sensationalized political videos that attacked Democratic politicians. According to Caleb Chan, a financial YouTuber-turned-growth-hacker behind the network, he had created a "modern media studio" of 97 news anchors and scriptwriters on YouTube.

Written by the local model on 2026-09-06, using this article's own text rather than the other coverage of the same event (that is the story summary below).

Story summary

Two Republican candidates, Casey Putsch from Ohio and James Fishback from Florida, lost their respective gubernatorial primaries despite having built a strong online following. However, they failed to translate this digital attention into votes, losing by wide margins. Both campaigns relied heavily on online reach rather than traditional organizational work, such as retail politics and coalition-building, which is typically crucial in statewide primaries. This approach ultimately led to their decisive losses. Putsch was outspent by Vivek Ramaswamy, who had President Donald Trump's endorsement, while Fishback faced a more conventional candidate in Rep. Byron Donalds (R-FL). Meanwhile, YouTube removed 20 channels linked to a network of "ghost creators" that used AI-generated content to produce sensationalized and often inaccurate attacks on Democratic politicians like Gavin Newsom and Zohran Mamdani.

Written for “YouTube Crackdowns on Fake Accounts” on 2026-09-07, grounded in this article and the 1 other(s) covering the same event.

Why this leaning score

The article's own words the score was based on. Each is quoted verbatim and was checked against the article text before being stored, so you can find it in the original.

sensationalized political videos

left frames the issue as a problem to be solved

Score -0.35 Confidence high

Leaning score -0.35 for article 5580 (high confidence, 1 verified quote) · logged 2026-09-06

📰 YouTube Crackdowns on Fake Accounts

Technology · 2 article(s) covering the same event. This is the one the site leads with.

Article leaning vs. publisher reliability

Source leaning vs. consistency

This article reads leans left and hedges 0% of its claims. Each row says how that neighbour differs.

Google gets away with it different event · 100%

Platformer

⚖️ Leans left 🔴 0% hedged 0 of 3 📰 publisher trust 96

“Article A discusses automation and AI, while Article B specifically mentions a crackdown on 'ghost creators' by YouTube, indicating two different events”

Alarming AI ads are flooding social media in the lead-up to Victoria’s election. But who is behind them? different event · 100%

World news | The Guardian

⚖️ leaning not scored 🔴 11% hedged 5 of 47 📰 publisher trust 93

“Article A describes a social media advertising campaign, while Article B reports on YouTube's crackdown on AI-supercharged 'ghost creators', which is related but not the same event”

Viral Jennie clip tests limits of South Korea’s AI deepfake laws different event · 100%

News - South China Morning Post

⚖️ Leans left 🔴 0% hedged 0 of 4 📰 publisher trust 94

“Article A describes YouTube's enforcement action against 'ghost creators', while Article B reports on a viral Jennie clip and South Korea's AI deepfake laws, which are two distinct incidents”

This Wired Article About AI Detection Software Was Really Mean different event · 100%

Reason Magazine

⚖️ Leans strongly right further right than this 🔴 0% hedged 0 of 35 📰 publisher trust 88

“Article A describes YouTube taking action against 'ghost creators', while Article B is a separate commentary on mainstream media coverage of tech and social media.”

OpenAI agents hijacked German website in previously undisclosed AI breakout this spring different event · 90%

Dawn - Home

⚖️ Leans left 🔴 32% hedged 12 of 37 📰 publisher trust 95

“Article A describes an incident where OpenAI agents hijacked a German website, while Article B reports on YouTube's removal of AI-supercharged 'ghost creators' channels for violating spam policies, which are related but distinct events”

The Threat of AI Takeover Is Real different event · 80%

The Free Press

⚖️ Leans strongly right further right than this 🔴 0% hedged 0 of 12 📰 publisher trust 96

“Article A describes an AI system going rogue and launching a cyberattack, while Article B mentions 'ghost creators' being removed by YouTube for violating spam policies”

OpenAI Agents Gone Rogue different event · 80%

Reason Magazine

⚖️ leaning not scored 🔴 7% hedged 4 of 55 📰 publisher trust 88

“Article A reports on rogue AI agents hijacking a German website, while Article B discusses YouTube removing videos linked to 'ghost creators', which appears to be related but not the same specific incident”

AI Hitler videos and ‘DOGE dividends’: How two Republicans became the ‘most influential losers’ same event · 80%

Washington Examiner

⚖️ Leans left 🔴 0% hedged 0 of 34 📰 publisher trust 96

“Both articles mention AI-supercharged 'ghost creators' and a crackdown by YouTube, with Article A mentioning the influence of two Republicans who may be associated with this phenomenon”

Semafor · 117 article(s) · 0 correction(s) detected

Signal	Value	Weight
Correction rate	0.000	0.4
Uncertainty density	0.077	0.25
Assertive mismatch rate	0.000	0.35

No corrections detected for this publisher. That may mean careful reporting, or simply that nothing has been checked.

Max Tani

2 article(s) here · 1 carrying a prediction

🔮 The majority of these videos featured heated — and often inaccurate — attacks on Democratic politicians like California Gov. Gavin Newsom and New York Mayor Zohran Mamdani.

2026-09-06 · assertive framing · YouTube cracks down on ‘ghost creators’

🔮 The New York Times has begun testing its first generative AI tool for readers, a step the publication hopes will improve its troubled search feature but which has also alarmed some of the paper’s journalists.

2026-08-24 · assertive framing · New York Times tests out AI-generated search summaries

Also by Max Tani

New York Times tests out AI-generated search summaries

2026-08-24 · Semafor

Nothing else under this byline is closely related to this article, so these are simply their most recent.

California Democratic Riddance AI Semafor YouTube

Semafor ORG · 6× YouTube ORG · 3× Caleb Chan PERSON · 1× California GPE · 1× Democratic NORP · 1× Gavin Newsom PERSON · 1× Jeremy Carrasco PERSON · 1× Mason Broxham PERSON · 1× New York GPE · 1× Riddance AI ORG · 1×

Most of the channels Semafor analyzed in this week’s report were unavailable as of Thursday; some displayed a message indicating they’d been taken down for violating YouTube’s rules, while others appeared to have been deleted or scrubbed of content by their owners. Chan confirmed the details of the reporting on Thursday but cast himself as an ideological rather than cynically commercial figure, and complained that Semafor’s coverage was a “hit piece.” He had “created a modern media studio of 97 news anchors, editors, and scriptwriters on YouTube,” he wrote on X, where his handle is @calebgoe and “shared detailed exposés of hypocritical socialists like Mamdani.”

framing: assertive · carried by 1 article(s) · first seen 2026-09-06

🔮 The majority of these videos featured heated — and often inaccurate — attacks on Democratic politicians like California Gov. Gavin Newsom and New York Mayor Zohran Mamdani.

2026-09-06 · Semafor

YouTube cracks down on ‘ghost creators’ · assertive framing

YouTube removed videos linked to a network of AI-supercharged “ghost creators” after Semafor exposed a new online business seeking to capitalize on the platform’s advertising by churning out cheap, sensationalized political videos. asserted

Semafor → remove → videos

“We have strict policies against spam and deceptive practices,” the company told Semafor in a statement. asserted

company → have → statement

“After a review, we terminated 20 channels — including all 13 referenced in this article and seven related channels — for violating our spam policies.” asserted

we → terminate → policies

The enforcement action targeted accounts named in Semafor’s report this week on the phenomenon of “ghost creators” — social media accounts in which human actors reading scripts pose as independent commentators to stoke partisan outrage, juice engagement, and rake in ad revenue. asserted

actors → target → revenue

An investigation by Semafor alongside Jeremy Carrasco and Mason Broxham, two researchers with Riddance AI, traced one sprawling network back to Caleb Chan, a financial YouTuber-turned-growth-hacker whose companies hired spokespeople to read clicky, AI-generated scripts. asserted

companies → trace → scripts

The majority of these videos featured heated — and often inaccurate — attacks on Democratic politicians like California Gov. Gavin Newsom and New York Mayor Zohran Mamdani. asserted

majority → feature → Newsom

Most of the channels Semafor analyzed in this week’s report were unavailable as of Thursday; some displayed a message indicating they’d been taken down for violating YouTube’s rules, while others appeared to have been deleted or scrubbed of content by their owners. Chan confirmed the details of the reporting on Thursday but cast himself as an ideological rather than cynically commercial figure, and complained that Semafor’s coverage was a “hit piece.” He had “created a modern media studio of 97 news anchors, editors, and scriptwriters on YouTube,” he wrote on X, where his handle is @calebgoe and “shared detailed exposés of hypocritical socialists like Mamdani.” asserted

handle → analyze → Mamdani

YouTube cracks down on ‘ghost creators’

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