Topic summary
98%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 85% (2,579 of 16,562 topics). This Open Source Models is worse (more manipulative) than 84.40% of the peer group.
Open Source Models
Topic details
Total words: 1,854
Article count: 1
Authors

Ranking context

Position among analyzed topics

84% percentile
025507510084.4% percentile
6.6% BS Score1 analyzed articles1.9K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 5.7%5.7%Biased Writer VoiceSitewide 5.3%Topic 18.3%18.3%Hasty GeneralizationSitewide 8.1%Topic 20.9%20.9%Politically Right Leaning…Sitewide 1.4%Topic 11.7%11.7%Negativity BiasSitewide 19.2%Topic 9.2%9.2%Pessimism BiasSitewide 1.9%Topic 9.3%9.3%Slippery SlopeSitewide 1.7%Topic 8.7%8.7%Appeal to AuthoritySitewide 11.1%Topic 18.0%18.0%Ad HominemSitewide 2.2%Topic 7.3%7.3%IndoctrinationSitewide 0.0%Topic 5.1%5.1%

Sitewide departure map

Above the diagonal means this profile uses the pattern more often

0.0%0.0%10%10%20%20%30%30%40%40%50%50%Framing Effect: Topic 5.7%, sitewide 26.9%Hasty Generalization: Topic 20.9%, sitewide 8.1%Negativity Bias: Topic 9.2%, sitewide 19.2%Biased Writer Voice: Topic 18.3%, sitewide 5.3%Appeal to Authority: Topic 18.0%, sitewide 11.1%Appeal to Emotion: Topic 10.9%, sitewide 15.9%Confirmation Bias: Topic 12.2%, sitewide 7.5%Politically Right Leaning Bias: Topic 11.7%, sitewide 1.4%Pessimism Bias: Topic 9.3%, sitewide 1.9%Availability Heuristic: Topic 8.6%, sitewide 9.1%Slippery Slope: Topic 8.7%, sitewide 1.7%Ad Hominem: Topic 7.3%, sitewide 2.2%Optimism Bias: Topic 7.1%, sitewide 6.0%In-Group Bias: Topic 2.7%, sitewide 6.9%Halo Effect: Topic 2.7%, sitewide 6.7%Out-Group Homogeneity Bias: Topic 6.5%, sitewide 3.1%Self-Serving Bias: Topic 6.4%, sitewide 3.7%Post Hoc (False Cause): Topic 6.1%, sitewide 3.3%Recency Bias: Topic 5.3%, sitewide 2.7%Anecdotal: Topic 4.2%, sitewide 5.2%False Dilemma: Topic 5.2%, sitewide 1.5%Indoctrination: Topic 5.1%, sitewide 0.0%Overconfidence Bias: Topic 3.0%, sitewide 4.6%Burden of Proof: Topic 4.5%, sitewide 0.4%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Kimi: Threat or menace?90%
TechCrunch47%By Anthony Ha57%7/18/2026, 11:51:07 AM