Topic summary
⁠69%1 analyzed article/video434 analyzed words
BS Summary: These AI Compute Demand results contain 23 faulty reasoning types, including Negativity Bias, Biased Writer Voice, and Appeal to Emotion, with Framing Effect as the most egregious example at 14.4% saturation with 250 hits. Analysis detected 1,563 faulty-reasoning hits from 1,736 analyzed words across 1 article, generating a BS Score of 3.9% and a BS Rank of ⁠75% (5,777 of 22,704 topics). This AI Compute Demand is worse (more manipulative) than 74.60% of the peer group.
AI Compute Demand
Topic details
Total words: 1,736
Article count: 1
Authors

Ranking context

Position among analyzed topics

75% percentile
025507510074.6% percentile
3.9% BS Score1 analyzed articles1.7K 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 14.4%14.4%Appeal to EmotionSitewide 15.9%Topic 7.3%7.3%Appeal to AuthoritySitewide 11.1%Topic 4.6%4.6%Biased Writer VoiceSitewide 5.3%Topic 11.7%11.7%Hasty GeneralizationSitewide 8.1%Topic 2.0%2.0%Negativity BiasSitewide 19.2%Topic 13.5%13.5%Confirmation BiasSitewide 7.5%Topic 3.2%3.2%Overconfidence BiasSitewide 4.6%Topic 0.5%0.5%Availability HeuristicSitewide 9.1%Topic 5.9%5.9%Quote-first MisdirectionSitewide 0.0%Topic 3.1%3.1%

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 14.4%, sitewide 26.9%Negativity Bias: Topic 13.5%, sitewide 19.2%Appeal to Emotion: Topic 7.3%, sitewide 15.9%Biased Writer Voice: Topic 11.7%, sitewide 5.3%Appeal to Authority: Topic 4.6%, sitewide 11.1%Availability Heuristic: Topic 5.9%, sitewide 9.1%Hasty Generalization: Topic 2.0%, sitewide 8.1%Confirmation Bias: Topic 3.2%, sitewide 7.5%Anecdotal: Topic 3.2%, sitewide 5.2%Overconfidence Bias: Topic 0.5%, sitewide 4.6%Anchoring Bias: Topic 1.5%, sitewide 4.0%Post Hoc (False Cause): Topic 1.7%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 1.6%, sitewide 3.1%Quote-first Misdirection: Topic 3.1%, sitewide 0.0%Burden of Proof: Topic 2.7%, sitewide 0.4%Recency Bias: Topic 1.7%, sitewide 2.7%Pessimism Bias: Topic 2.6%, sitewide 1.9%Politically Right Leaning Bias: Topic 2.5%, sitewide 1.4%Loss Aversion: Topic 1.5%, sitewide 2.5%Unattributed Quote: Topic 1.8%, sitewide 1.1%Ambiguity (Equivocation): Topic 1.5%, sitewide 0.8%False Dilemma: Topic 0.5%, sitewide 1.5%Red Herring: Topic 1.1%, sitewide 0.7%Framing EffectSitewide rateTopic rate

Analyzed articles and videos