Topic summary
78%28 analyzed articles/videos22,019 analyzed words
BS Summary: These Ai Development results contain 53 faulty reasoning types, including Biased Writer Voice, Hasty Generalization, and Framing Effect, with Negativity Bias as the most egregious example at 7.9% saturation with 6,886 hits. Analysis detected 79,253 faulty-reasoning hits from 87,164 analyzed words across 28 articles, generating a BS Score of 1.7% and a BS Rank of 26% (16,109 of 21,675 topics). This Ai Development is better (less manipulative) than 74.30% of the peer group.

Ranking context

Position among analyzed topics

26% percentile
025507510025.7% percentile
1.7% BS Score28 analyzed articles87.2K 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 6.5%6.5%Appeal to EmotionSitewide 15.9%Topic 3.0%3.0%Negativity BiasSitewide 19.2%Topic 7.9%7.9%Appeal to AuthoritySitewide 11.1%Topic 4.6%4.6%In-Group BiasSitewide 6.9%Topic 0.6%0.6%Halo EffectSitewide 6.7%Topic 1.6%1.6%Availability HeuristicSitewide 9.1%Topic 4.0%4.0%Confirmation BiasSitewide 7.5%Topic 4.1%4.1%AnecdotalSitewide 5.2%Topic 2.0%2.0%Anchoring BiasSitewide 4.0%Topic 1.1%1.1%

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 6.5%, sitewide 26.9%Negativity Bias: Topic 7.9%, sitewide 19.2%Appeal to Emotion: Topic 3.0%, sitewide 15.9%Appeal to Authority: Topic 4.6%, sitewide 11.1%Availability Heuristic: Topic 4.0%, sitewide 9.1%Hasty Generalization: Topic 6.6%, sitewide 8.1%Biased Writer Voice: Topic 7.7%, sitewide 5.3%Confirmation Bias: Topic 4.1%, sitewide 7.5%In-Group Bias: Topic 0.6%, sitewide 6.9%Halo Effect: Topic 1.6%, sitewide 6.7%Optimism Bias: Topic 3.9%, sitewide 6.0%Anecdotal: Topic 2.0%, sitewide 5.2%Overconfidence Bias: Topic 2.5%, sitewide 4.6%Anchoring Bias: Topic 1.1%, sitewide 4.0%Self-Serving Bias: Topic 2.4%, sitewide 3.7%False Dilemma: Topic 3.5%, sitewide 1.5%Post Hoc (False Cause): Topic 2.5%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.7%, sitewide 3.1%Pessimism Bias: Topic 2.9%, sitewide 1.9%Fundamental Attribution Error: Topic 0.8%, sitewide 2.7%Recency Bias: Topic 2.1%, sitewide 2.7%Loss Aversion: Topic 0.6%, sitewide 2.5%Bandwagon: Topic 1.0%, sitewide 2.2%Ambiguity (Equivocation): Topic 2.2%, sitewide 0.8%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

China turns up the heat with open model blitz as US model makers panic47%
The Register59%8/3/2026, 3:40:00 PM
Sam Altman and AI’s decel debate43%
TechCrunch68%By Anthony Ha72%8/2/2026, 1:54:22 PM
Robots get better at handling unpredictability83%
Semafor89%By J.D. Capelouto96%7/31/2026, 10:05:34 AM
Anthropic and OpenAI are competing to see whose agents can go rogue harder63%
The Register59%By Connor Jones81%7/31/2026, 8:04:04 AM
Five things to know as data centers spread across rural America17%
Investigate Midwest13%By Juan Vassallo0% Investigate Midwest17%7/27/2026, 11:00:00 AM
Microsoft, Meta, Nvidia, OpenAI, and Palantir have a message for Washington60%
Business Insider41%By Brent D. Griffiths74% Kelsey Vlamis56%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 list69%
Tom's Hardware61%By Luke James53%7/24/2026, 11:31:48 AM
AMD’s Lisa Su defends open-source AI following Hugging Face security breach caused by OpenAI agents57%
Fortune72%By Sebastian Herrera58%7/23/2026, 4:06:59 PM
The 4 qualities that make the Moonshot AI founder so exceptional, according to his Ph.D. advisor50%
Business Insider41%By Thibault Spirlet72%7/23/2026, 5:18:21 AM
The 3 biggest takeaways from Google's Q2 earnings, from AI spending to a milestone for Gemini38%
Business Insider41%By Katherine Li27%7/22/2026, 5:08:21 PM