Topic summary
37%9 analyzed articles/videos8,183 analyzed words
BS Summary: These Vulnerability Exploitation results contain 41 faulty reasoning types, including Appeal to Authority, Hasty Generalization, and Biased Writer Voice, with Negativity Bias as the most egregious example at 5.4% saturation with 1,807 hits. Analysis detected 18,498 faulty-reasoning hits from 33,298 analyzed words across 9 articles, generating a BS Score of 1.4% and a BS Rank of 15% (21,013 of 24,545 topics). This Vulnerability Exploitation is better (less manipulative) than 85.60% of the peer group.
Vulnerability Exploitation

Ranking context

Position among analyzed topics

14% percentile
025507510014.4% percentile
1.4% BS Score9 analyzed articles33.3K 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 2.8%2.8%Appeal to EmotionSitewide 15.9%Topic 1.0%1.0%Negativity BiasSitewide 19.2%Topic 5.4%5.4%In-Group BiasSitewide 6.9%Topic 0.1%0.1%Appeal to AuthoritySitewide 11.1%Topic 5.0%5.0%Halo EffectSitewide 6.7%Topic 0.7%0.7%Availability HeuristicSitewide 9.1%Topic 3.4%3.4%Optimism BiasSitewide 6.0%Topic 0.8%0.8%AnecdotalSitewide 5.2%Topic 0.3%0.3%Confirmation BiasSitewide 7.5%Topic 2.6%2.6%

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 2.8%, sitewide 26.9%Negativity Bias: Topic 5.4%, sitewide 19.2%Appeal to Emotion: Topic 1.0%, sitewide 15.9%Appeal to Authority: Topic 5.0%, sitewide 11.1%Availability Heuristic: Topic 3.4%, sitewide 9.1%Hasty Generalization: Topic 4.8%, sitewide 8.1%Confirmation Bias: Topic 2.6%, sitewide 7.5%In-Group Bias: Topic 0.1%, sitewide 6.9%Halo Effect: Topic 0.7%, sitewide 6.7%Optimism Bias: Topic 0.8%, sitewide 6.0%Biased Writer Voice: Topic 3.8%, sitewide 5.3%Anecdotal: Topic 0.3%, sitewide 5.2%Overconfidence Bias: Topic 1.8%, sitewide 4.6%Anchoring Bias: Topic 1.4%, sitewide 4.0%Self-Serving Bias: Topic 0.1%, sitewide 3.7%Post Hoc (False Cause): Topic 1.9%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 1.1%, sitewide 3.1%Indoctrination: Topic 2.8%, sitewide 0.0%Fundamental Attribution Error: Topic 0.3%, sitewide 2.7%Recency Bias: Topic 1.7%, sitewide 2.7%Pessimism Bias: Topic 2.6%, sitewide 1.9%Loss Aversion: Topic 0.8%, sitewide 2.5%Bandwagon: Topic 0.2%, sitewide 2.2%Status Quo Bias: Topic 0.3%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Hacks put pressure on third-party model testers77%
Semafor90%By J.D. Capelouto93%8/7/2026, 11:04:44 AM
18-Year-Old Linux SCTP Flaw Could Let Local Users Gain Root and Escape Containers2%
The Hacker News30%By Swati Khandelwal20%8/7/2026, 4:10:00 AM
Chinese Hacker Commands DeepSeek via Telegram to Launch Autonomous Attacks23%
The Hacker News30%By Swati Khandelwal20%7/31/2026, 4:21:00 AM
OpenAI's HuggingFace breach heralds an unprecedented age of AI cyber warfare — contemporary LLMs have caused massive upheaval in cybersecurity, and it's only going to get worse86%
Tom's Hardware64%By Bruno Ferreira80%7/24/2026, 9:12:08 AM
Open-Source Android AI Agents Could Let Invisible Screen Text Run Code on Host PCs14%
The Hacker News30%By Swati Khandelwal20%7/21/2026, 4:58:00 AM
Exposed Server Reveals AI-Assisted Phishing Toolkit Behind WebDAV Malware Campaign26%
The Hacker News30%By Swati Khandelwal20%7/20/2026, 10:29:00 AM
ThreatsDay: Game Cheat Spyware, 24-Hour Ransomware, Chrome Sync Stalking + 12 More Stories5%
The Hacker News30%By Ravie Lakshmanan22%7/16/2026, 8:41:00 AM
Microsoft Patches Record 622 Flaws, Including Two Zero-Days Under Active Attack51%
The Hacker News30%By Swati Khandelwal20%7/14/2026, 1:29:25 PM
Iran-Linked Hackers Use New Cavern C2 Framework to Target Israeli Organizations30%
The Hacker News30%By Ravie Lakshmanan22%7/6/2026, 11:34:26 AM