Semafor85%
Markets sink on global selloff in chip stocks 100%
By Brendan Ruberry98%
7/16/2026, 10:40:57 PM
BS Summary: This article contains 13 faulty reasoning types, including Appeal to Authority, Ambiguity (Equivocation), and Availability Heuristic, with Negativity Bias as the most egregious example at 89.8% saturation with 106 hits. Analysis detected 454 faulty-reasoning hits from 118 analyzed words, generating a BS Score of 100% and a BS Rank of 100% (7 of 17,853 articles). This article is worse (more manipulative) than 100.00% of the article peer group.
A global selloff in chip stocks dragged markets down Thursday, as record earnings from TSMC, the world’s largest chipmaker, failed to quell doubts over the sustainability of AI spending.
TSMC’s stock fell after the company announced a fresh $100 billion investment for US chip fabs, signaling strong demand, but further unnerving investors concerned about “stretched valuations and ever-high expectations,” The Wall Street Journal wrote.
“That tells you the AI trade isn’t being priced on growth anymore.
It’s being priced on perfection,” an investment executive noted.
Chip stocks have shown “meaningful cracks” in recent weeks, an analyst told Bloomberg, and “will raise some real warning flags” without a strong rebound soon.
Confirmation Bias
10.2%Confirmation Bias
OverallThis article
10.2%AuthorBrendan Ruberry
7.8%PublicationSemafor
4.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anchoring Bias
0%Anchoring Bias
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
1.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Availability Heuristic
24.6%Availability Heuristic
OverallThis article
24.6%AuthorBrendan Ruberry
9%PublicationSemafor
5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Representativeness Heuristic
0%Representativeness Heuristic
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
1.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hindsight Bias
0%Hindsight Bias
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Overconfidence Bias
0%Overconfidence Bias
OverallThis article
0%AuthorBrendan Ruberry
3.1%PublicationSemafor
1.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Framing Effect
0%Framing Effect
OverallThis article
0%AuthorBrendan Ruberry
34.1%PublicationSemafor
15.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Loss Aversion
0%Loss Aversion
OverallThis article
0%AuthorBrendan Ruberry
2%PublicationSemafor
0.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Status Quo Bias
0%Status Quo Bias
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
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%AuthorBrendan Ruberry
0%PublicationSemafor
0.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Optimism Bias
0%Optimism Bias
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
5.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Pessimism Bias
0%Pessimism Bias
OverallThis article
0%AuthorBrendan Ruberry
14.9%PublicationSemafor
3.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Negativity Bias
89.8%Negativity Bias
OverallThis article
89.8%AuthorBrendan Ruberry
36.5%PublicationSemafor
10.9%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%AuthorBrendan Ruberry
0%PublicationSemafor
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%AuthorBrendan Ruberry
0%PublicationSemafor
1%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%AuthorBrendan Ruberry
0%PublicationSemafor
0%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%AuthorBrendan Ruberry
2%PublicationSemafor
1.5%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%AuthorBrendan Ruberry
0%PublicationSemafor
0.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Halo Effect
0%Halo Effect
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Horn Effect
0%Horn Effect
OverallThis article
0%AuthorBrendan Ruberry
2%PublicationSemafor
0.1%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%AuthorBrendan Ruberry
0%PublicationSemafor
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Recency Bias
21.2%Recency Bias
OverallThis article
21.2%AuthorBrendan Ruberry
8.3%PublicationSemafor
3.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Primacy Effect
0%Primacy Effect
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0.5%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%AuthorBrendan Ruberry
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ad Hominem
0%Ad Hominem
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Straw Man
0%Straw Man
OverallThis article
0%AuthorBrendan Ruberry
2.1%PublicationSemafor
0.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Authority
50.8%Appeal to Authority
OverallThis article
50.8%AuthorBrendan Ruberry
11.5%PublicationSemafor
5.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
False Dilemma
0%False Dilemma
OverallThis article
0%AuthorBrendan Ruberry
2.8%PublicationSemafor
2.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Slippery Slope
21.2%Slippery Slope
OverallThis article
21.2%AuthorBrendan Ruberry
5.9%PublicationSemafor
1.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Circular Reasoning
0%Circular Reasoning
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hasty Generalization
21.2%Hasty Generalization
OverallThis article
21.2%AuthorBrendan Ruberry
23.5%PublicationSemafor
7.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Red Herring
0%Red Herring
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Bandwagon
0%Bandwagon
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0.9%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%AuthorBrendan Ruberry
2.5%PublicationSemafor
5.4%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%AuthorBrendan Ruberry
0%PublicationSemafor
1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Post Hoc (False Cause)
24.6%Post Hoc (False Cause)
OverallThis article
24.6%AuthorBrendan Ruberry
9.2%PublicationSemafor
4.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Tu Quoque
0%Tu Quoque
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Burden of Proof
0%Burden of Proof
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0.2%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%AuthorBrendan Ruberry
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Composition/Division
0%Composition/Division
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anecdotal
21.2%Anecdotal
OverallThis article
21.2%AuthorBrendan Ruberry
8.7%PublicationSemafor
1.9%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%AuthorBrendan Ruberry
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ambiguity (Equivocation)
47.5%Ambiguity (Equivocation)
OverallThis article
47.5%AuthorBrendan Ruberry
6.3%PublicationSemafor
2.7%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%AuthorBrendan Ruberry
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Middle Ground
0%Middle Ground
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
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%AuthorBrendan Ruberry
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Special Pleading
0%Special Pleading
OverallThis article
0%AuthorBrendan Ruberry
0%PublicationSemafor
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%AuthorBrendan Ruberry
0%PublicationSemafor
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Unattributed Quote
17.8%Unattributed Quote
OverallThis article
17.8%AuthorBrendan Ruberry
9.8%PublicationSemafor
4.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Quote-first Misdirection
10.2%Quote-first Misdirection
OverallThis article
10.2%AuthorBrendan Ruberry
17.2%PublicationSemafor
4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Biased Writer Voice
24.6%Biased Writer Voice
OverallThis article
24.6%AuthorBrendan Ruberry
24.9%PublicationSemafor
8.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Indoctrination
0%Indoctrination
OverallThis article
0%AuthorBrendan Ruberry
2.3%PublicationSemafor
1.6%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%AuthorBrendan Ruberry
8.5%PublicationSemafor
1.4%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%AuthorBrendan Ruberry
0%PublicationSemafor
0.8%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%AuthorBrendan Ruberry
0%PublicationSemafor
0.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
118 words analyzed.
Analysis
Hover over highlighted words in the article to view the associated bias or fallacy analysis.