Topic summary
52%24 analyzed articles/videos18,758 analyzed words
BS Summary: These Innovation results contain 53 faulty reasoning types, including Biased Writer Voice, Appeal to Authority, and Optimism Bias, with Hasty Generalization as the most egregious example at 7.2% saturation with 6,314 hits. Analysis detected 77,758 faulty-reasoning hits from 87,412 analyzed words across 24 articles, generating a BS Score of 1.7% and a BS Rank of 13% (13,606 of 15,569 topics). This Innovation is better (less manipulative) than 87.40% of the peer group.

Ranking context

Position among analyzed topics

13% percentile
025507510012.6% percentile
1.7% BS Score24 analyzed articles87.4K 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 4.1%4.1%Negativity BiasSitewide 19.2%Topic 5.1%5.1%Appeal to EmotionSitewide 15.9%Topic 3.4%3.4%In-Group BiasSitewide 6.9%Topic 0.5%0.5%Availability HeuristicSitewide 9.1%Topic 2.9%2.9%Appeal to AuthoritySitewide 11.1%Topic 6.0%6.0%Attempt to Sell a Product…Sitewide 0.5%Topic 4.3%4.3%Confirmation BiasSitewide 7.5%Topic 4.3%4.3%Anchoring BiasSitewide 4.0%Topic 1.3%1.3%Out-Group Homogeneity BiasSitewide 3.1%Topic 0.4%0.4%

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 4.1%, sitewide 26.9%Negativity Bias: Topic 5.1%, sitewide 19.2%Appeal to Emotion: Topic 3.4%, sitewide 15.9%Appeal to Authority: Topic 6.0%, sitewide 11.1%Availability Heuristic: Topic 2.9%, sitewide 9.1%Hasty Generalization: Topic 7.2%, sitewide 8.1%Confirmation Bias: Topic 4.3%, sitewide 7.5%In-Group Bias: Topic 0.5%, sitewide 6.9%Biased Writer Voice: Topic 6.8%, sitewide 5.3%Halo Effect: Topic 4.1%, sitewide 6.7%Optimism Bias: Topic 5.9%, sitewide 6.0%Anecdotal: Topic 3.5%, sitewide 5.2%Overconfidence Bias: Topic 3.7%, sitewide 4.6%Attempt to Sell a Product or Service: Topic 4.3%, sitewide 0.5%Anchoring Bias: Topic 1.3%, sitewide 4.0%Self-Serving Bias: Topic 2.0%, sitewide 3.7%Post Hoc (False Cause): Topic 2.9%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.4%, sitewide 3.1%Fundamental Attribution Error: Topic 0.7%, sitewide 2.7%Recency Bias: Topic 1.0%, sitewide 2.7%Loss Aversion: Topic 0.6%, sitewide 2.5%Bandwagon: Topic 0.5%, sitewide 2.2%Status Quo Bias: Topic 0.7%, sitewide 2.2%Ad Hominem: Topic 0.3%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Meet the judges who will crown Australia's next breakout startup79%
TechCrunch45%By TechCrunch Events0%7/24/2026, 12:05:00 AM
AI image fraud will cost $40 billion next year - can these international standards help?6%
ZDNET57%By Joe McKendrick46%7/23/2026, 2:51:00 PM
The 4 qualities that make the Moonshot AI founder so exceptional, according to his Ph.D. advisor62%
Business Insider15%By Thibault Spirlet57%7/23/2026, 12:18:21 PM
White House report says Trump can usher in a "new golden age" of science57%
Ars Technica22%By John Timmer34%7/23/2026, 11:23:21 AM
Inside Ukraine's Secret Uncrewed Weapons Revolution100%
Business Insider15%By Robert Leslie80% Robin Lindsay100% Jake Epstein54%7/21/2026, 12:22:08 PM
The top AI fear for 6,000 tech pros isn't losing their jobs - it's more work for the same pay79%
ZDNET57%By Joe McKendrick46%7/20/2026, 12:24:02 PM
US accelerates development of next-gen chemical protection suits for fighters with new program78%
Interesting Engineering61%By Prabhat Ranjan Mishra72%7/18/2026, 10:48:30 PM
I Wrote That Healthcare's Problem Is Us. The Objections Proved My Point.61%
Forbes45%By Sachin H. Jain0%7/18/2026, 12:42:43 AM
Dell XPS 16 review: A sleek, high-end laptop perfect for creatives and professionals70%
ZDNET57%By Cesar Cadenas58%7/17/2026, 4:36:19 PM
Mosquito-killing drone blasts bloodsuckers to bits32%
Popular Science13%By Mack DeGeurin6%7/17/2026, 4:15:00 PM