KQED61%
How AI and Tech Are Changing The Campaign Finance Game 0%
By Marisa Lagos91% Scott Shafer0%
3/25/2026, 12:00:44 AM
BS Summary: This article contains 7 faulty reasoning types, including Biased Writer Voice, Negativity Bias, and Appeal to Emotion, with Framing Effect as the most egregious example at 70.2% saturation with 73 hits. Analysis detected 366 faulty-reasoning hits from 104 analyzed words, generating a BS Score of 0% and a BS Rank of 0% (0 of 16,813 articles). This article is better (less manipulative) than 100.00% of the article peer group.
With the 2026 midterms ahead, a flood of campaign donations is expected in California and beyond — with a growing amount coming from the tech industry, including a $500 million push by California tech billionaires.
Scott and Marisa sit down with Hilary Braseth, Executive Director of the nonpartisan organization Open Secrets, to discuss what these donations could mean as the primary season gets into full swing.
They also dig into the rise of hard-to-trace “dark money,” and how emerging industries like AI and crypto are using a new playbook to influence elections and policy.
Confirmation Bias
0%Confirmation Bias
OverallThis article
0%AuthorMarisa Lagos
4.9%PublicationCalMatters
2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anchoring Bias
0%Anchoring Bias
OverallThis article
0%AuthorMarisa Lagos
0.9%PublicationCalMatters
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Availability Heuristic
33.7%Availability Heuristic
OverallThis article
33.7%AuthorMarisa Lagos
4.4%PublicationCalMatters
3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Representativeness Heuristic
0%Representativeness Heuristic
OverallThis article
0%AuthorMarisa Lagos
1.8%PublicationCalMatters
1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hindsight Bias
0%Hindsight Bias
OverallThis article
0%AuthorMarisa Lagos
1.1%PublicationCalMatters
0.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Overconfidence Bias
0%Overconfidence Bias
OverallThis article
0%AuthorMarisa Lagos
2%PublicationCalMatters
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Framing Effect
70.2%Framing Effect
OverallThis article
70.2%AuthorMarisa Lagos
14.4%PublicationCalMatters
6.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Loss Aversion
0%Loss Aversion
OverallThis article
0%AuthorMarisa Lagos
0.3%PublicationCalMatters
1%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%AuthorMarisa Lagos
1.6%PublicationCalMatters
0.7%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%AuthorMarisa Lagos
0%PublicationCalMatters
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Optimism Bias
0%Optimism Bias
OverallThis article
0%AuthorMarisa Lagos
3.6%PublicationCalMatters
3.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Pessimism Bias
0%Pessimism Bias
OverallThis article
0%AuthorMarisa Lagos
0.7%PublicationCalMatters
1.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Negativity Bias
60.6%Negativity Bias
OverallThis article
60.6%AuthorMarisa Lagos
11.5%PublicationCalMatters
6.4%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%AuthorMarisa Lagos
2.9%PublicationCalMatters
1.7%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%AuthorMarisa Lagos
2.2%PublicationCalMatters
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%AuthorMarisa Lagos
0.5%PublicationCalMatters
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%AuthorMarisa Lagos
3%PublicationCalMatters
1.7%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%AuthorMarisa Lagos
1.1%PublicationCalMatters
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Halo Effect
0%Halo Effect
OverallThis article
0%AuthorMarisa Lagos
2.9%PublicationCalMatters
2.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Horn Effect
0%Horn Effect
OverallThis article
0%AuthorMarisa Lagos
0.3%PublicationCalMatters
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%AuthorMarisa Lagos
0%PublicationCalMatters
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Recency Bias
0%Recency Bias
OverallThis article
0%AuthorMarisa Lagos
2.6%PublicationCalMatters
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Primacy Effect
0%Primacy Effect
OverallThis article
0%AuthorMarisa Lagos
1%PublicationCalMatters
0.3%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%AuthorMarisa Lagos
0.1%PublicationCalMatters
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ad Hominem
0%Ad Hominem
OverallThis article
0%AuthorMarisa Lagos
1.9%PublicationCalMatters
0.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Straw Man
0%Straw Man
OverallThis article
0%AuthorMarisa Lagos
0.2%PublicationCalMatters
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Authority
29.8%Appeal to Authority
OverallThis article
29.8%AuthorMarisa Lagos
4.6%PublicationCalMatters
3.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
False Dilemma
0%False Dilemma
OverallThis article
0%AuthorMarisa Lagos
2.5%PublicationCalMatters
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Slippery Slope
0%Slippery Slope
OverallThis article
0%AuthorMarisa Lagos
1.2%PublicationCalMatters
0.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Circular Reasoning
0%Circular Reasoning
OverallThis article
0%AuthorMarisa Lagos
0.1%PublicationCalMatters
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hasty Generalization
26.9%Hasty Generalization
OverallThis article
26.9%AuthorMarisa Lagos
4.5%PublicationCalMatters
3.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Red Herring
0%Red Herring
OverallThis article
0%AuthorMarisa Lagos
1.2%PublicationCalMatters
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Bandwagon
0%Bandwagon
OverallThis article
0%AuthorMarisa Lagos
1.6%PublicationCalMatters
0.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Emotion
60.6%Appeal to Emotion
OverallThis article
60.6%AuthorMarisa Lagos
6.4%PublicationCalMatters
5.3%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%AuthorMarisa Lagos
1.6%PublicationCalMatters
0.6%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%AuthorMarisa Lagos
3.7%PublicationCalMatters
2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Tu Quoque
0%Tu Quoque
OverallThis article
0%AuthorMarisa Lagos
0.2%PublicationCalMatters
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%AuthorMarisa Lagos
1%PublicationCalMatters
0.3%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%AuthorMarisa Lagos
0.1%PublicationCalMatters
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Composition/Division
0%Composition/Division
OverallThis article
0%AuthorMarisa Lagos
0.3%PublicationCalMatters
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anecdotal
0%Anecdotal
OverallThis article
0%AuthorMarisa Lagos
1.3%PublicationCalMatters
3.2%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%AuthorMarisa Lagos
0%PublicationCalMatters
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ambiguity (Equivocation)
0%Ambiguity (Equivocation)
OverallThis article
0%AuthorMarisa Lagos
1.4%PublicationCalMatters
1.2%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%AuthorMarisa Lagos
0%PublicationCalMatters
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Middle Ground
0%Middle Ground
OverallThis article
0%AuthorMarisa Lagos
0.3%PublicationCalMatters
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%AuthorMarisa Lagos
0.2%PublicationCalMatters
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%AuthorMarisa Lagos
0.8%PublicationCalMatters
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Genetic Fallacy
0%Genetic Fallacy
OverallThis article
0%AuthorMarisa Lagos
0.8%PublicationCalMatters
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Unattributed Quote
0%Unattributed Quote
OverallThis article
0%AuthorMarisa Lagos
0.9%PublicationCalMatters
0.8%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%AuthorMarisa Lagos
0.7%PublicationCalMatters
0.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Biased Writer Voice
70.2%Biased Writer Voice
OverallThis article
70.2%AuthorMarisa Lagos
7%PublicationCalMatters
3.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Indoctrination
0%Indoctrination
OverallThis article
0%AuthorMarisa Lagos
1%PublicationCalMatters
1.8%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%AuthorMarisa Lagos
6.4%PublicationCalMatters
1.1%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%AuthorMarisa Lagos
1.1%PublicationCalMatters
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%AuthorMarisa Lagos
3.4%PublicationCalMatters
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
104 words analyzed.
Analysis
Hover over highlighted words in the article to view the associated bias or fallacy analysis.