The Verge61%
TikTok is testing an AI likeness detection tool 27%
By Jay Peters32%
7/17/2026, 7:34:30 PM
BS Summary: This article contains 10 faulty reasoning types, including Appeal to Authority, Burden of Proof, and Biased Writer Voice, with Confirmation Bias as the most egregious example at 25% saturation with 42 hits. Analysis detected 292 faulty-reasoning hits from 168 analyzed words, generating a BS Score of 38.5% and a BS Rank of 27% (12,768 of 17,395 articles). This article is better (less manipulative) than 73.40% of the article peer group.
TikTok is starting to test an opt-in tool that scans for AI likenesses and lets creators report them to the company, as spotted by social media consultant Matt Navarra.
The tool is initially being tested with “some” US creators, TikTok US spokesperson Zachary Kizer tells The Verge.
YouTube has been working on a similar tool and recently made it available to all adult users.
Creators who are part of TikTok’s test and want to use the tool will first have to verify their identity with a company called Jumio.
You’ll have to do a real-time selfie scan and an ID check, but Kizer says that “TikTok does not retain ID documents, and facial information is used only for likeness matching and to help identify potential unauthorized uses of a creator’s likeness.”
After verification, TikTok’s system scans for AI-generated content potentially using a creator’s likeness.
From there, a creator can review what TikTok found and potentially report unauthorized posts and accounts.
Confirmation Bias
25%Confirmation Bias
OverallThis article
25%AuthorJay Peters
2.7%PublicationThe Verge
3.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anchoring Bias
0%Anchoring Bias
OverallThis article
0%AuthorJay Peters
0.6%PublicationThe Verge
1.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Availability Heuristic
17.3%Availability Heuristic
OverallThis article
17.3%AuthorJay Peters
2.5%PublicationThe Verge
3.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Representativeness Heuristic
0%Representativeness Heuristic
OverallThis article
0%AuthorJay Peters
0.6%PublicationThe Verge
1.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hindsight Bias
0%Hindsight Bias
OverallThis article
0%AuthorJay Peters
0.3%PublicationThe Verge
0.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Overconfidence Bias
0%Overconfidence Bias
OverallThis article
0%AuthorJay Peters
0.9%PublicationThe Verge
1.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Framing Effect
0%Framing Effect
OverallThis article
0%AuthorJay Peters
3%PublicationThe Verge
6.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Loss Aversion
0%Loss Aversion
OverallThis article
0%AuthorJay Peters
0.3%PublicationThe Verge
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Status Quo Bias
10.1%Status Quo Bias
OverallThis article
10.1%AuthorJay Peters
0.4%PublicationThe Verge
0.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Sunk Cost Effect
0%Sunk Cost Effect
OverallThis article
0%AuthorJay Peters
0.2%PublicationThe Verge
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Optimism Bias
9.5%Optimism Bias
OverallThis article
9.5%AuthorJay Peters
3.5%PublicationThe Verge
4.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Pessimism Bias
7.7%Pessimism Bias
OverallThis article
7.7%AuthorJay Peters
2.2%PublicationThe Verge
2.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Negativity Bias
0%Negativity Bias
OverallThis article
0%AuthorJay Peters
7.5%PublicationThe Verge
9.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Self-Serving Bias
0%Self-Serving Bias
OverallThis article
0%AuthorJay Peters
1.1%PublicationThe Verge
1.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Fundamental Attribution Error
0%Fundamental Attribution Error
OverallThis article
0%AuthorJay Peters
0.2%PublicationThe Verge
0.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Actor-Observer Bias
0%Actor-Observer Bias
OverallThis article
0%AuthorJay Peters
0.2%PublicationThe Verge
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
In-Group Bias
0%In-Group Bias
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Out-Group Homogeneity Bias
0%Out-Group Homogeneity Bias
OverallThis article
0%AuthorJay Peters
0.2%PublicationThe Verge
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Halo Effect
0%Halo Effect
OverallThis article
0%AuthorJay Peters
2.8%PublicationThe Verge
3.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Horn Effect
0%Horn Effect
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Dunning-Kruger Effect
0%Dunning-Kruger Effect
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Recency Bias
0%Recency Bias
OverallThis article
0%AuthorJay Peters
1.7%PublicationThe Verge
1.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Primacy Effect
0%Primacy Effect
OverallThis article
0%AuthorJay Peters
0.7%PublicationThe Verge
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Blind-Spot Bias
0%Blind-Spot Bias
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ad Hominem
0%Ad Hominem
OverallThis article
0%AuthorJay Peters
0.4%PublicationThe Verge
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Straw Man
0%Straw Man
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Authority
25%Appeal to Authority
OverallThis article
25%AuthorJay Peters
4%PublicationThe Verge
3.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
False Dilemma
0%False Dilemma
OverallThis article
0%AuthorJay Peters
0.3%PublicationThe Verge
1.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Slippery Slope
0%Slippery Slope
OverallThis article
0%AuthorJay Peters
0.5%PublicationThe Verge
1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Circular Reasoning
0%Circular Reasoning
OverallThis article
0%AuthorJay Peters
0.1%PublicationThe Verge
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hasty Generalization
0%Hasty Generalization
OverallThis article
0%AuthorJay Peters
4.5%PublicationThe Verge
6.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Red Herring
0%Red Herring
OverallThis article
0%AuthorJay Peters
0.3%PublicationThe Verge
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Bandwagon
0%Bandwagon
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Emotion
0%Appeal to Emotion
OverallThis article
0%AuthorJay Peters
3.6%PublicationThe Verge
4.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Begging the Question
0%Begging the Question
OverallThis article
0%AuthorJay Peters
0.7%PublicationThe Verge
1.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Post Hoc (False Cause)
0%Post Hoc (False Cause)
OverallThis article
0%AuthorJay Peters
1.8%PublicationThe Verge
2.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Tu Quoque
0%Tu Quoque
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Burden of Proof
25%Burden of Proof
OverallThis article
25%AuthorJay Peters
0.9%PublicationThe Verge
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Nature
0%Appeal to Nature
OverallThis article
0%AuthorJay Peters
0.3%PublicationThe Verge
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Composition/Division
0%Composition/Division
OverallThis article
0%AuthorJay Peters
0.3%PublicationThe Verge
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anecdotal
0%Anecdotal
OverallThis article
0%AuthorJay Peters
4%PublicationThe Verge
3.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
No True Scotsman
0%No True Scotsman
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ambiguity (Equivocation)
18.5%Ambiguity (Equivocation)
OverallThis article
18.5%AuthorJay Peters
2.2%PublicationThe Verge
2.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Gambler’s Fallacy
0%Gambler’s Fallacy
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Middle Ground
0%Middle Ground
OverallThis article
0%AuthorJay Peters
0.1%PublicationThe Verge
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Personal Incredulity
0%Personal Incredulity
OverallThis article
0%AuthorJay Peters
0.1%PublicationThe Verge
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Special Pleading
0%Special Pleading
OverallThis article
0%AuthorJay Peters
0.4%PublicationThe Verge
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Genetic Fallacy
0%Genetic Fallacy
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Unattributed Quote
10.7%Unattributed Quote
OverallThis article
10.7%AuthorJay Peters
2.6%PublicationThe Verge
2.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Quote-first Misdirection
0%Quote-first Misdirection
OverallThis article
0%AuthorJay Peters
1.9%PublicationThe Verge
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Biased Writer Voice
25%Biased Writer Voice
OverallThis article
25%AuthorJay Peters
8.8%PublicationThe Verge
11.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Indoctrination
0%Indoctrination
OverallThis article
0%AuthorJay Peters
0.3%PublicationThe Verge
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Politically Left Leaning Bias
0%Politically Left Leaning Bias
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Politically Right Leaning Bias
0%Politically Right Leaning Bias
OverallThis article
0%AuthorJay Peters
0%PublicationThe Verge
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Attempt to Sell a Product or Service
0%Attempt to Sell a Product or Service
OverallThis article
0%AuthorJay Peters
5.3%PublicationThe Verge
5.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
168 words analyzed.
Analysis
Hover over highlighted words in the article to view the associated bias or fallacy analysis.