Topic summary

⁠25%1 analyzed article/video934 analyzed words

BS Summary: These Code Signing results contain 28 faulty reasoning types, including Appeal to Authority, Confirmation Bias, and Hasty Generalization, with Ambiguity (Equivocation) as the most egregious example at 22.3% saturation with 624 hits. Analysis detected 3,325 faulty-reasoning hits from 2,802 analyzed words across 1 article, generating a BS Score of 4.2% and a BS Rank of ⁠68% (4,386 of 13,575 topics). This Code Signing is worse (more manipulative) than 67.70% of the peer group.

Code Signing

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Holocaust	1%
⁠0%	Self-Driving Cars	1%
⁠0%	Self Driving Cars	1%
⁠0%	Oakland Culture	1%
⁠0%	Dive Bars	1%
⁠68%	Code Signing (selected)	5%
⁠100%	Radio Roundup / Week In Review	60%
⁠100%	E-Bikes / Rad Power Bikes	60%
⁠100%	E Bikes Rad Power Bikes	60%
⁠100%	The Last Word With Lawrence O'donnell	69%
⁠100%	The Last Word With Lawrence Odonnell	69%

Topic details

Total words: 2,802

Article count: 1

Authors

Ravie Lakshmanan

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Attribute Prevalence (Top 48)

Code Signing attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Code Signing vs sitewide

Code Signing attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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GoldenEyeDog Subgroup Linked to DigiCert Breach and Code-Signing Certificate Theft⁠^32%

The Hacker News⁠^16%By Ravie Lakshmanan⁠^10%7/17/2026, 4:39:00 PM