Topic summary
79% 8 analyzed articles/videos 8,608 analyzed words
BS Summary: These Ai In Education results contain 53 faulty reasoning types, including Hasty Generalization , Biased Writer Voice , and Appeal to Authority , with Negativity Bias as the most egregious example at 10.5% saturation with 3,302 hits . Analysis detected 38,174 faulty-reasoning hits from 31,399 analyzed words across 8 articles, generating a BS Score of 2.3% and a BS Rank of 33% (10,392 of 15,426 topics). This Ai In Education is better (less manipulative) than 67.40% of the peer group. Ai In Education
Topic details
Total words: 31,399
Article count: 8
Authors
Ranking context Position among analyzed topics
33% percentile 0 25 50 75 100 32.6% percentile 2.3% BS Score8 analyzed articles31.4K 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 6.3% 6.3% Appeal to Emotion Sitewide 15.9% Topic 6.4% 6.4% Negativity Bias Sitewide 19.2% Topic 10.5% 10.5% Availability Heuristic Sitewide 9.1% Topic 3.3% 3.3% Indoctrination Sitewide 0.0% Topic 4.8% 4.8% In-Group Bias Sitewide 6.9% Topic 2.6% 2.6% Appeal to Authority Sitewide 11.1% Topic 7.1% 7.1% Halo Effect Sitewide 6.7% Topic 3.0% 3.0% Biased Writer Voice Sitewide 5.3% Topic 8.9% 8.9% Attempt to Sell a Product… Sitewide 0.5% Topic 3.7% 3.7% 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 6.3%, sitewide 26.9% Negativity Bias: Topic 10.5%, sitewide 19.2% Appeal to Emotion: Topic 6.4%, sitewide 15.9% Appeal to Authority: Topic 7.1%, sitewide 11.1% Hasty Generalization: Topic 10.5%, sitewide 8.1% Availability Heuristic: Topic 3.3%, sitewide 9.1% Biased Writer Voice: Topic 8.9%, sitewide 5.3% Confirmation Bias: Topic 4.5%, sitewide 7.5% In-Group Bias: Topic 2.6%, sitewide 6.9% Optimism Bias: Topic 6.8%, sitewide 6.0% Halo Effect: Topic 3.0%, sitewide 6.7% Anecdotal: Topic 2.8%, sitewide 5.2% Indoctrination: Topic 4.8%, sitewide 0.0% Overconfidence Bias: Topic 2.1%, sitewide 4.6% False Dilemma: Topic 4.6%, sitewide 1.5% Anchoring Bias: Topic 1.0%, sitewide 4.0% Pessimism Bias: Topic 3.8%, sitewide 1.9% Attempt to Sell a Product or Service: Topic 3.7%, sitewide 0.5% Self-Serving Bias: Topic 2.3%, sitewide 3.7% Post Hoc (False Cause): Topic 1.7%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.9%, sitewide 3.1% Fundamental Attribution Error: Topic 0.8%, sitewide 2.7% Recency Bias: Topic 0.7%, sitewide 2.7% Begging the Question: Topic 2.6%, sitewide 1.7% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst