Topic summary
29% 8 analyzed articles/videos 6,406 analyzed words
BS Summary: These Autonomous Systems results contain 43 faulty reasoning types, including Attempt to Sell a Product or Service , Appeal to Authority , and Halo Effect , with Optimism Bias as the most egregious example at 13.9% saturation with 3,380 hits . Analysis detected 22,430 faulty-reasoning hits from 24,360 analyzed words across 8 articles, generating a BS Score of 2.1% and a BS Rank of 28% (11,438 of 15,765 topics). This Autonomous Systems is better (less manipulative) than 72.60% of the peer group. Autonomous Systems
Topic details
Total words: 24,360
Article count: 8
Authors
Ranking context Position among analyzed topics
27% percentile 0 25 50 75 100 27.4% percentile 2.1% BS Score8 analyzed articles24.4K 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 4.8% 4.8% Negativity Bias Sitewide 19.2% Topic 1.3% 1.3% Appeal to Emotion Sitewide 15.9% Topic 2.1% 2.1% Attempt to Sell a Product… Sitewide 0.5% Topic 12.1% 12.1% Optimism Bias Sitewide 6.0% Topic 13.9% 13.9% In-Group Bias Sitewide 6.9% Topic 0.8% 0.8% Availability Heuristic Sitewide 9.1% Topic 3.4% 3.4% Hasty Generalization Sitewide 8.1% Topic 3.4% 3.4% Confirmation Bias Sitewide 7.5% Topic 3.0% 3.0% Anecdotal Sitewide 5.2% Topic 0.9% 0.9% 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 4.8%, sitewide 26.9% Negativity Bias: Topic 1.3%, sitewide 19.2% Appeal to Emotion: Topic 2.1%, sitewide 15.9% Optimism Bias: Topic 13.9%, sitewide 6.0% Attempt to Sell a Product or Service: Topic 12.1%, sitewide 0.5% Appeal to Authority: Topic 7.6%, sitewide 11.1% Availability Heuristic: Topic 3.4%, sitewide 9.1% Hasty Generalization: Topic 3.4%, sitewide 8.1% Confirmation Bias: Topic 3.0%, sitewide 7.5% In-Group Bias: Topic 0.8%, sitewide 6.9% Halo Effect: Topic 5.5%, sitewide 6.7% Biased Writer Voice: Topic 2.8%, sitewide 5.3% Anecdotal: Topic 0.9%, sitewide 5.2% Overconfidence Bias: Topic 5.2%, sitewide 4.6% Anchoring Bias: Topic 0.5%, sitewide 4.0% Self-Serving Bias: Topic 3.3%, sitewide 3.7% Post Hoc (False Cause): Topic 2.4%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.1%, sitewide 3.1% Recency Bias: Topic 1.3%, sitewide 2.7% Ambiguity (Equivocation): Topic 2.7%, sitewide 0.8% Loss Aversion: Topic 0.2%, sitewide 2.5% False Dilemma: Topic 2.4%, sitewide 1.5% Bandwagon: Topic 1.7%, sitewide 2.2% Status Quo Bias: Topic 0.5%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst