Topic summary
32%11 analyzed articles/videos11,578 analyzed words
BS Summary: These Future Of Work results contain 51 faulty reasoning types, including Hasty Generalization, Biased Writer Voice, and Appeal to Authority, with Negativity Bias as the most egregious example at 8.6% saturation with 3,580 hits. Analysis detected 36,821 faulty-reasoning hits from 41,594 analyzed words across 11 articles, generating a BS Score of 1.7% and a BS Rank of 15% (13,263 of 15,448 topics). This Future Of Work is better (less manipulative) than 85.90% of the peer group.

Ranking context

Position among analyzed topics

14% percentile
025507510014.1% percentile
1.7% BS Score11 analyzed articles41.6K 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 3.1%3.1%Appeal to EmotionSitewide 15.9%Topic 3.0%3.0%Negativity BiasSitewide 19.2%Topic 8.6%8.6%Appeal to AuthoritySitewide 11.1%Topic 4.9%4.9%Halo EffectSitewide 6.7%Topic 1.1%1.1%Availability HeuristicSitewide 9.1%Topic 4.1%4.1%Confirmation BiasSitewide 7.5%Topic 3.3%3.3%Anchoring BiasSitewide 4.0%Topic 0.4%0.4%Self-Serving BiasSitewide 3.7%Topic 0.8%0.8%Out-Group Homogeneity BiasSitewide 3.1%Topic 0.5%0.5%

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 3.1%, sitewide 26.9%Negativity Bias: Topic 8.6%, sitewide 19.2%Appeal to Emotion: Topic 3.0%, sitewide 15.9%Appeal to Authority: Topic 4.9%, sitewide 11.1%Availability Heuristic: Topic 4.1%, sitewide 9.1%Hasty Generalization: Topic 8.2%, sitewide 8.1%Confirmation Bias: Topic 3.3%, sitewide 7.5%Halo Effect: Topic 1.1%, sitewide 6.7%Biased Writer Voice: Topic 6.6%, sitewide 5.3%Optimism Bias: Topic 4.6%, sitewide 6.0%Anecdotal: Topic 2.6%, sitewide 5.2%Overconfidence Bias: Topic 3.9%, sitewide 4.6%Pessimism Bias: Topic 4.2%, sitewide 1.9%Anchoring Bias: Topic 0.4%, sitewide 4.0%Self-Serving Bias: Topic 0.8%, sitewide 3.7%Post Hoc (False Cause): Topic 3.4%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.5%, sitewide 3.1%False Dilemma: Topic 3.0%, sitewide 1.5%Slippery Slope: Topic 2.8%, sitewide 1.7%Fundamental Attribution Error: Topic 0.9%, sitewide 2.7%Recency Bias: Topic 1.3%, sitewide 2.7%Loss Aversion: Topic 0.9%, sitewide 2.5%Bandwagon: Topic 0.7%, sitewide 2.2%Status Quo Bias: Topic 1.1%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Uber lays off 10 percent of its customer service team in favor of using AI51%
Engadget39%By Mariella Moon43%7/23/2026, 11:44:54 AM
What everyone’s getting wrong with AI and jobs43%
American Thinker93%By Mark St. Cyr59%7/23/2026, 4:00:00 AM
Frontier AI Is Faceplanting at Real-World Workplace Tasks62%
Futurism88%By Joe Wilkins85%7/21/2026, 8:33:03 PM
‘Dr. Doom’ Nouriel Roubini says we’re headed for universal basic income or ‘some form of socialism’ as AI revolutionizes work—He calls that optimistic66%
Fortune52%By Jason Ma77%7/18/2026, 10:30:44 PM
Striking Workers Bring Car Factory to a Screeching Halt Over Humanoid Robots78%
Futurism88%By Joe Wilkins85%7/18/2026, 2:00:00 PM
How passwords stole my sanity66%
UnHerd72%By Michael Lind67%7/15/2026, 11:00:16 PM
Sixteen Nobel-Winning Economists Warn That Major AI Job Losses Are Coming91%
Futurism88%By Maggie Harrison Dupré81%7/15/2026, 8:41:45 PM
How AI could enable autonomous robot workers in workplaces—and maybe homes16%
Ars Technica21%By Jeremy Hsu24%7/7/2026, 11:00:18 AM
Is AI ruining our skills? Early results are in—and they’re not good32%
Scientific American0%By Mariana Lenharo0% Nature magazine0%7/5/2026, 12:00:00 PM
Cory Doctorow on How to Think About Artificial Intelligence71%
RadioWest | KUER0%6/16/2026, 4:14:24 PM