Topic summary

⁠99%1 analyzed article/video618 analyzed words

BS Summary: These Open Source Models results contain 33 faulty reasoning types, including Biased Writer Voice, Appeal to Authority, and Confirmation Bias, with Hasty Generalization as the most egregious example at 20.9% saturation with 388 hits. Analysis detected 4,046 faulty-reasoning hits from 1,854 analyzed words across 1 article, generating a BS Score of 6.6% and a BS Rank of ⁠83% (2,373 of 13,425 topics). This Open Source Models is worse (more manipulative) than 82.30% of the peer group.

Open Source Models

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%
⁠83%	Open Source Models (selected)	7%
⁠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: 1,854

Article count: 1

Authors

Anthony Ha

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Attribute Prevalence (Top 48)

Open Source Models attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Open Source Models vs sitewide

Open Source Models attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Kimi: Threat or menace?⁠^90%

TechCrunch⁠^45%By Anthony Ha⁠^56%7/18/2026, 6:51:07 PM