Topic summary
91% 1 analyzed article/video 712 analyzed words
BS Summary: These AI Agent Vulnerabilities results contain 21 faulty reasoning types, including Negativity Bias , Availability Heuristic , and Pessimism Bias , with Framing Effect as the most egregious example at 13.1% saturation with 280 hits . Analysis detected 2,098 faulty-reasoning hits from 2,136 analyzed words across 1 article, generating a BS Score of 4.7% and a BS Rank of 73% (4,292 of 15,919 topics). This AI Agent Vulnerabilities is worse (more manipulative) than 73.00% of the peer group. AI Agent Vulnerabilities
Topic details
Total words: 2,136
Article count: 1
Authors
Ranking context Position among analyzed topics
73% percentile 0 25 50 75 100 73.0% percentile 4.7% BS Score1 analyzed articles2.1K 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 13.1% 13.1% Appeal to Emotion Sitewide 15.9% Topic 2.4% 2.4% Negativity Bias Sitewide 19.2% Topic 11.0% 11.0% Indoctrination Sitewide 0.0% Topic 8.0% 8.0% Appeal to Authority Sitewide 11.1% Topic 4.5% 4.5% Pessimism Bias Sitewide 1.9% Topic 8.2% 8.2% Confirmation Bias Sitewide 7.5% Topic 2.1% 2.1% Quote-first Misdirection Sitewide 0.0% Topic 5.2% 5.2% Hasty Generalization Sitewide 8.1% Topic 2.9% 2.9% Slippery Slope Sitewide 1.7% Topic 4.7% 4.7% 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 13.1%, sitewide 26.9% Negativity Bias: Topic 11.0%, sitewide 19.2% Appeal to Emotion: Topic 2.4%, sitewide 15.9% Appeal to Authority: Topic 4.5%, sitewide 11.1% Availability Heuristic: Topic 10.6%, sitewide 9.1% Pessimism Bias: Topic 8.2%, sitewide 1.9% Hasty Generalization: Topic 2.9%, sitewide 8.1% Indoctrination: Topic 8.0%, sitewide 0.0% Confirmation Bias: Topic 2.1%, sitewide 7.5% Quote-first Misdirection: Topic 5.2%, sitewide 0.0% Slippery Slope: Topic 4.7%, sitewide 1.7% Overconfidence Bias: Topic 4.5%, sitewide 4.6% Anchoring Bias: Topic 1.6%, sitewide 4.0% Post Hoc (False Cause): Topic 3.8%, sitewide 3.3% Representativeness Heuristic: Topic 3.1%, sitewide 1.9% Recency Bias: Topic 2.4%, sitewide 2.7% Loss Aversion: Topic 1.8%, sitewide 2.5% Status Quo Bias: Topic 2.1%, sitewide 2.2% False Dilemma: Topic 2.1%, sitewide 1.5% Composition/Division: Topic 2.0%, sitewide 0.2% Ambiguity (Equivocation): Topic 1.9%, sitewide 0.8% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst