Topic summary
71%23 analyzed articles/videos12,836 analyzed words
BS Summary: These Ai Development results contain 53 faulty reasoning types, including Negativity Bias, Hasty Generalization, and Framing Effect, with Biased Writer Voice as the most egregious example at 8.8% saturation with 5,182 hits. Analysis detected 63,347 faulty-reasoning hits from 58,568 analyzed words across 23 articles, generating a BS Score of 2% and a BS Rank of 25% (12,474 of 16,562 topics). This Ai Development is better (less manipulative) than 75.30% of the peer group.

Ranking context

Position among analyzed topics

25% percentile
025507510024.7% percentile
2.0% BS Score23 analyzed articles58.6K 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 7.5%7.5%Appeal to EmotionSitewide 15.9%Topic 3.6%3.6%Negativity BiasSitewide 19.2%Topic 8.3%8.3%In-Group BiasSitewide 6.9%Topic 0.7%0.7%Appeal to AuthoritySitewide 11.1%Topic 5.7%5.7%Halo EffectSitewide 6.7%Topic 2.0%2.0%Availability HeuristicSitewide 9.1%Topic 4.6%4.6%Biased Writer VoiceSitewide 5.3%Topic 8.8%8.8%Confirmation BiasSitewide 7.5%Topic 4.8%4.8%Anchoring BiasSitewide 4.0%Topic 1.3%1.3%

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 7.5%, sitewide 26.9%Negativity Bias: Topic 8.3%, sitewide 19.2%Appeal to Emotion: Topic 3.6%, sitewide 15.9%Appeal to Authority: Topic 5.7%, sitewide 11.1%Availability Heuristic: Topic 4.6%, sitewide 9.1%Biased Writer Voice: Topic 8.8%, sitewide 5.3%Hasty Generalization: Topic 7.6%, sitewide 8.1%Confirmation Bias: Topic 4.8%, sitewide 7.5%In-Group Bias: Topic 0.7%, sitewide 6.9%Halo Effect: Topic 2.0%, sitewide 6.7%Optimism Bias: Topic 4.8%, sitewide 6.0%Anecdotal: Topic 2.7%, sitewide 5.2%Overconfidence Bias: Topic 3.1%, sitewide 4.6%False Dilemma: Topic 4.2%, sitewide 1.5%Anchoring Bias: Topic 1.3%, sitewide 4.0%Self-Serving Bias: Topic 3.1%, sitewide 3.7%Post Hoc (False Cause): Topic 2.7%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.8%, sitewide 3.1%Pessimism Bias: Topic 3.0%, sitewide 1.9%Ambiguity (Equivocation): Topic 3.0%, sitewide 0.8%Fundamental Attribution Error: Topic 1.1%, sitewide 2.7%Recency Bias: Topic 2.7%, sitewide 2.7%Unattributed Quote: Topic 2.5%, sitewide 1.1%Loss Aversion: Topic 0.8%, sitewide 2.5%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Microsoft, Meta, Nvidia, OpenAI, and Palantir have a message for Washington58%
Business Insider21%By Brent D. Griffiths0% Kelsey Vlamis65%7/24/2026, 5:41:00 PM
Nvidia and 24 other companies sign open-weights letter as Washington weighs Chinese AI model ban — OpenAI, Anthropic, and Google absent from the list83%
Tom's Hardware50%By Luke James33%7/24/2026, 11:31:48 AM
AMD’s Lisa Su defends open-source AI following Hugging Face security breach caused by OpenAI agents72%
Fortune54%By Sebastian Herrera39%7/23/2026, 4:06:59 PM
The 4 qualities that make the Moonshot AI founder so exceptional, according to his Ph.D. advisor62%
Business Insider21%By Thibault Spirlet57%7/23/2026, 5:18:21 AM
The 3 biggest takeaways from Google's Q2 earnings, from AI spending to a milestone for Gemini52%
Business Insider21%By Katherine Li11%7/22/2026, 5:08:21 PM
OpenAI secures 3.2GW for $30B Georgia data center in major US infrastructure push71%
Interesting Engineering62%By Aamir Khollam44%7/22/2026, 3:01:48 PM
Jensen Huang argues American companies should be allowed to use Chinese AI models — Nvidia CEO says backdoors connected to China are misconceptions72%
Tom's Hardware50%By Jowi Morales76%7/22/2026, 10:55:46 AM
OpenAI admits it was the source of the agent swarm that attacked Hugging Face34%
The Register38%7/21/2026, 6:30:45 PM
The truth nobody wants to admit: Chinese or not, open models are competitive now84%
The Register38%7/21/2026, 4:09:34 PM
Frontier AI Is Faceplanting at Real-World Workplace Tasks62%
Futurism88%By Joe Wilkins84%7/21/2026, 1:33:03 PM