Topic summary
0% 2 analyzed articles/videos 2,525 analyzed words
BS Summary: These Large Language Models results contain 45 faulty reasoning types, including Halo Effect , Negativity Bias , and Appeal to Authority , with Availability Heuristic as the most egregious example at 10.9% saturation with 841 hits . Analysis detected 8,056 faulty-reasoning hits from 7,742 analyzed words across 2 articles, generating a BS Score of 2.3% and a BS Rank of 34% (10,817 of 16,346 topics). This Large Language Models is better (less manipulative) than 66.20% of the peer group. Large Language Models
Topic details
Total words: 7,742
Article count: 2
Authors
Ranking context Position among analyzed topics
34% percentile 0 25 50 75 100 33.8% percentile 2.3% BS Score2 analyzed articles7.7K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Topic SitewideShared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Topic 6.5% 6.5% Appeal to Emotion Sitewide 15.9% Topic 5.6% 5.6% Negativity Bias Sitewide 19.2% Topic 9.8% 9.8% In-Group Bias Sitewide 6.9% Topic 0.5% 0.5% Confirmation Bias Sitewide 7.5% Topic 2.0% 2.0% Halo Effect Sitewide 6.7% Topic 10.4% 10.4% Optimism Bias Sitewide 6.0% Topic 2.8% 2.8% Overconfidence Bias Sitewide 4.6% Topic 1.7% 1.7% Out-Group Homogeneity Bias Sitewide 3.1% Topic 0.5% 0.5% Appeal to Authority Sitewide 11.1% Topic 8.7% 8.7% 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 6.5%, sitewide 26.9% Negativity Bias: Topic 9.8%, sitewide 19.2% Appeal to Emotion: Topic 5.6%, sitewide 15.9% Appeal to Authority: Topic 8.7%, sitewide 11.1% Availability Heuristic: Topic 10.9%, sitewide 9.1% Halo Effect: Topic 10.4%, sitewide 6.7% Hasty Generalization: Topic 8.3%, sitewide 8.1% Confirmation Bias: Topic 2.0%, sitewide 7.5% In-Group Bias: Topic 0.5%, sitewide 6.9% Optimism Bias: Topic 2.8%, sitewide 6.0% Biased Writer Voice: Topic 3.0%, sitewide 5.3% Anecdotal: Topic 4.3%, sitewide 5.2% Overconfidence Bias: Topic 1.7%, sitewide 4.6% Pessimism Bias: Topic 4.3%, sitewide 1.9% Self-Serving Bias: Topic 1.6%, sitewide 3.7% Post Hoc (False Cause): Topic 2.5%, sitewide 3.3% Slippery Slope: Topic 3.3%, sitewide 1.7% Out-Group Homogeneity Bias: Topic 0.5%, sitewide 3.1% False Dilemma: Topic 2.8%, sitewide 1.5% Fundamental Attribution Error: Topic 0.7%, sitewide 2.7% Recency Bias: Topic 0.3%, sitewide 2.7% Bandwagon: Topic 2.3%, sitewide 2.2% Status Quo Bias: Topic 0.6%, sitewide 2.2% Ad Hominem: Topic 1.0%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst