Topic summary
54%16 analyzed articles/videos8,652 analyzed words
BS Summary: These Ai Safety results contain 52 faulty reasoning types, including Hasty Generalization, Biased Writer Voice, and Appeal to Emotion, with Negativity Bias as the most egregious example at 10% saturation with 4,811 hits. Analysis detected 44,423 faulty-reasoning hits from 48,103 analyzed words across 16 articles, generating a BS Score of 1.8% and a BS Rank of 16% (13,277 of 15,781 topics). This Ai Safety is better (less manipulative) than 84.10% of the peer group.

Ranking context

Position among analyzed topics

16% percentile
025507510015.9% percentile
1.8% BS Score16 analyzed articles48.1K 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 5.6%5.6%Appeal to EmotionSitewide 15.9%Topic 5.8%5.8%Negativity BiasSitewide 19.2%Topic 10.0%10.0%Appeal to AuthoritySitewide 11.1%Topic 3.2%3.2%In-Group BiasSitewide 6.9%Topic 0.7%0.7%Halo EffectSitewide 6.7%Topic 2.0%2.0%Availability HeuristicSitewide 9.1%Topic 5.7%5.7%Optimism BiasSitewide 6.0%Topic 2.9%2.9%Confirmation BiasSitewide 7.5%Topic 4.6%4.6%Out-Group Homogeneity BiasSitewide 3.1%Topic 0.2%0.2%

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 5.6%, sitewide 26.9%Negativity Bias: Topic 10.0%, sitewide 19.2%Appeal to Emotion: Topic 5.8%, sitewide 15.9%Appeal to Authority: Topic 3.2%, sitewide 11.1%Availability Heuristic: Topic 5.7%, sitewide 9.1%Hasty Generalization: Topic 7.1%, sitewide 8.1%Confirmation Bias: Topic 4.6%, sitewide 7.5%Biased Writer Voice: Topic 6.9%, sitewide 5.3%In-Group Bias: Topic 0.7%, sitewide 6.9%Halo Effect: Topic 2.0%, sitewide 6.7%Optimism Bias: Topic 2.9%, sitewide 6.0%Anecdotal: Topic 3.7%, sitewide 5.2%Overconfidence Bias: Topic 2.8%, sitewide 4.6%Self-Serving Bias: Topic 1.0%, sitewide 3.7%Post Hoc (False Cause): Topic 3.4%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.2%, sitewide 3.1%Pessimism Bias: Topic 2.9%, sitewide 1.9%Fundamental Attribution Error: Topic 0.7%, sitewide 2.7%Ambiguity (Equivocation): Topic 2.7%, sitewide 0.8%Recency Bias: Topic 1.1%, sitewide 2.7%Loss Aversion: Topic 0.2%, sitewide 2.5%Slippery Slope: Topic 2.3%, sitewide 1.7%Bandwagon: Topic 0.7%, sitewide 2.2%Status Quo Bias: Topic 0.9%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

How OpenAI’s Models Escaped Their Sandbox and Slipped Past California's AI Law20%
KQED61%By Rachael Myrow42%7/23/2026, 4:47:00 PM
Kill switches for most powerful AI models proposed by Bipartisan bill — DHS could order throttling or full shutdown, with fines up to $20 million per day38%
Tom's Hardware47%By Luke James30%7/23/2026, 3:02:31 PM
Public Horrified as OpenAI Pushes "Child After Child Into the Grave"87%
Futurism88%By Frank Landymore69%7/23/2026, 12:49:41 PM
The Misguided Panic About Superintelligence59%
Persuasion37%By Jerry Kaplan0%7/22/2026, 5:20:17 PM
OpenAI Admits Model Escaped Containment And Hacked Hugging Face To Cheat On A Test46%
ZeroHedge70%By Tyler Durden61%7/22/2026, 12:05:00 PM
Lawsuit Alleges That ChatGPT Encouraged Suicide of Woman Who Walked Into Traffic79%
Futurism88%By Maggie Harrison Dupré81%7/20/2026, 1:34:20 PM
OpenAI will start notifying parents if their teen has been kicked off of ChatGPT48%
Engadget39%By Mariella Moon43%7/18/2026, 11:00:20 AM
Body Bags Found Outside OpenAI HQ as Execs Increasingly Fear for Their Lives86%
Gizmodo58%By AJ Dellinger92%7/16/2026, 8:55:54 PM
Teens talking to Meta AI about suicide will trigger alert13%
Mashable68%7/16/2026, 11:00:00 AM
Meta will alert parents if their teens discuss self harm10%
Engadget39%By Mariella Moon43%7/16/2026, 11:00:00 AM