Topic summary
72% 10 analyzed articles/videos 10,026 analyzed words
BS Summary: These Ai Infrastructure results contain 52 faulty reasoning types, including Negativity Bias , Biased Writer Voice , and Hasty Generalization , with Framing Effect as the most egregious example at 9.1% saturation with 4,686 hits . Analysis detected 46,103 faulty-reasoning hits from 51,591 analyzed words across 10 articles, generating a BS Score of 1.7% and a BS Rank of 14% (13,218 of 15,257 topics). This Ai Infrastructure is better (less manipulative) than 86.60% of the peer group. Ai Infrastructure
Topic details
Total words: 51,591
Article count: 10
Authors
Ranking context Position among analyzed topics
13% percentile 0 25 50 75 100 13.4% percentile 1.7% BS Score10 analyzed articles51.6K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Shared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Topic 9.1% 9.1% Appeal to Emotion Sitewide 15.9% Topic 4.4% 4.4% Negativity Bias Sitewide 19.2% Topic 8.0% 8.0% Appeal to Authority Sitewide 11.1% Topic 4.4% 4.4% Halo Effect Sitewide 6.7% Topic 1.1% 1.1% Availability Heuristic Sitewide 9.1% Topic 3.5% 3.5% In-Group Bias Sitewide 6.9% Topic 1.4% 1.4% Confirmation Bias Sitewide 7.5% Topic 3.3% 3.3% Anecdotal Sitewide 5.2% Topic 2.1% 2.1% Self-Serving Bias Sitewide 3.7% Topic 0.6% 0.6% 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 9.1%, sitewide 26.9% Negativity Bias: Topic 8.0%, sitewide 19.2% Appeal to Emotion: Topic 4.4%, sitewide 15.9% Appeal to Authority: Topic 4.4%, sitewide 11.1% Availability Heuristic: Topic 3.5%, sitewide 9.1% Hasty Generalization: Topic 5.2%, sitewide 8.1% Confirmation Bias: Topic 3.3%, sitewide 7.5% In-Group Bias: Topic 1.4%, sitewide 6.9% Halo Effect: Topic 1.1%, sitewide 6.7% Optimism Bias: Topic 3.6%, sitewide 6.0% Biased Writer Voice: Topic 5.7%, sitewide 5.3% Anecdotal: Topic 2.1%, sitewide 5.2% Overconfidence Bias: Topic 1.9%, sitewide 4.6% Anchoring Bias: Topic 1.5%, sitewide 4.0% Post Hoc (False Cause): Topic 3.8%, sitewide 3.3% Self-Serving Bias: Topic 0.6%, sitewide 3.7% Pessimism Bias: Topic 3.4%, sitewide 1.9% Slippery Slope: Topic 3.2%, sitewide 1.7% Out-Group Homogeneity Bias: Topic 0.4%, sitewide 3.1% Fundamental Attribution Error: Topic 0.9%, sitewide 2.7% Recency Bias: Topic 1.7%, sitewide 2.7% Loss Aversion: Topic 0.5%, sitewide 2.5% Indoctrination: Topic 2.3%, sitewide 0.0% Bandwagon: Topic 0.9%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst