Topic summary
31%2 analyzed articles/videos2,654 analyzed words
BS Summary: These AI In Schools results contain 36 faulty reasoning types, including Appeal to Authority, Framing Effect, and Negativity Bias, with Optimism Bias as the most egregious example at 5.9% saturation with 630 hits. Analysis detected 5,219 faulty-reasoning hits from 10,616 analyzed words across 2 articles, generating a BS Score of 1.4% and a BS Rank of 14% (19,701 of 22,835 topics). This AI In Schools is better (less manipulative) than 86.30% of the peer group.
AI In Schools
Topic details
Total words: 10,616
Article count: 2
Authors

Ranking context

Position among analyzed topics

14% percentile
025507510013.7% percentile
1.4% BS Score2 analyzed articles10.6K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 4.6%4.6%Negativity BiasSitewide 19.2%Topic 3.5%3.5%Appeal to EmotionSitewide 15.9%Topic 1.9%1.9%Confirmation BiasSitewide 7.5%Topic 0.9%0.9%Availability HeuristicSitewide 9.1%Topic 2.5%2.5%In-Group BiasSitewide 6.9%Topic 0.5%0.5%Appeal to AuthoritySitewide 11.1%Topic 5.0%5.0%Hasty GeneralizationSitewide 8.1%Topic 2.9%2.9%Biased Writer VoiceSitewide 5.3%Topic 0.7%0.7%Halo EffectSitewide 6.7%Topic 2.3%2.3%

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 4.6%, sitewide 26.9%Negativity Bias: Topic 3.5%, sitewide 19.2%Appeal to Emotion: Topic 1.9%, sitewide 15.9%Appeal to Authority: Topic 5.0%, sitewide 11.1%Availability Heuristic: Topic 2.5%, sitewide 9.1%Hasty Generalization: Topic 2.9%, sitewide 8.1%Confirmation Bias: Topic 0.9%, sitewide 7.5%In-Group Bias: Topic 0.5%, sitewide 6.9%Halo Effect: Topic 2.3%, sitewide 6.7%Optimism Bias: Topic 5.9%, sitewide 6.0%Biased Writer Voice: Topic 0.7%, sitewide 5.3%Anecdotal: Topic 1.3%, sitewide 5.2%Overconfidence Bias: Topic 0.5%, sitewide 4.6%Self-Serving Bias: Topic 1.1%, sitewide 3.7%Post Hoc (False Cause): Topic 1.5%, sitewide 3.3%Fundamental Attribution Error: Topic 0.1%, sitewide 2.7%Quote-first Misdirection: Topic 2.7%, sitewide 0.0%Recency Bias: Topic 0.7%, sitewide 2.7%Loss Aversion: Topic 0.1%, sitewide 2.5%Bandwagon: Topic 0.3%, sitewide 2.2%Status Quo Bias: Topic 0.4%, sitewide 2.2%Attempt to Sell a Product or Service: Topic 2.1%, sitewide 0.5%Representativeness Heuristic: Topic 0.2%, sitewide 1.9%Pessimism Bias: Topic 0.7%, sitewide 1.9%Framing EffectSitewide rateTopic rate