Keyword summary
0%1 analyzed article/video1,041 analyzed words
BS Summary: These Open-Source results contain 29 faulty reasoning types, including Ambiguity (Equivocation), Overconfidence Bias, and Framing Effect, with Attempt to Sell a Product or Service as the most egregious example at 8.4% saturation with 350 hits. Analysis detected 3,138 faulty-reasoning hits from 4,164 analyzed words across 1 article, generating a BS Score of 2.6% and a BS Rank of 44% (21,355 of 37,536 keywords). This Open-Source is better (less manipulative) than 56.90% of the peer group.
Open-Source
Keyword ranking list
PercentileKeywordBS Score
0%Lieutenant Governor1%
0%Agriculture Commissioner1%
0%Texas Supreme Court1%
0%Tropic Care Of Florida1%
0%Running Back1%
44%Open-Source (selected)3%
100%Rad Power Bikes60%
100%Mike Lewis60%
100%Joni Balter60%
100%Lawrence O'donnell69%
100%Bondi Beach Shooting70%

Ranking context

Position among analyzed keywords

43% percentile
025507510043.1% percentile
2.6% BS Score1 analyzed articles4.2K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

KeywordSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Keyword 6.5%6.5%Negativity BiasSitewide 19.2%Keyword 1.3%1.3%Appeal to EmotionSitewide 15.9%Keyword 2.0%2.0%Attempt to Sell a Product…Sitewide 0.5%Keyword 8.4%8.4%Ambiguity (Equivocation)Sitewide 0.8%Keyword 7.9%7.9%Availability HeuristicSitewide 9.1%Keyword 3.1%3.1%In-Group BiasSitewide 6.9%Keyword 1.7%1.7%Confirmation BiasSitewide 7.5%Keyword 3.1%3.1%Anchoring BiasSitewide 4.0%Keyword 0.4%0.4%Optimism BiasSitewide 6.0%Keyword 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: Keyword 6.5%, sitewide 26.9%Negativity Bias: Keyword 1.3%, sitewide 19.2%Appeal to Emotion: Keyword 2.0%, sitewide 15.9%Availability Heuristic: Keyword 3.1%, sitewide 9.1%Attempt to Sell a Product or Service: Keyword 8.4%, sitewide 0.5%Hasty Generalization: Keyword 5.2%, sitewide 8.1%Ambiguity (Equivocation): Keyword 7.9%, sitewide 0.8%Confirmation Bias: Keyword 3.1%, sitewide 7.5%Overconfidence Bias: Keyword 7.2%, sitewide 4.6%In-Group Bias: Keyword 1.7%, sitewide 6.9%Halo Effect: Keyword 5.1%, sitewide 6.7%Optimism Bias: Keyword 2.6%, sitewide 6.0%Biased Writer Voice: Keyword 3.5%, sitewide 5.3%Anchoring Bias: Keyword 0.4%, sitewide 4.0%Post Hoc (False Cause): Keyword 0.7%, sitewide 3.3%Recency Bias: Keyword 0.7%, sitewide 2.7%Loss Aversion: Keyword 1.0%, sitewide 2.5%Indoctrination: Keyword 2.3%, sitewide 0.0%Status Quo Bias: Keyword 2.0%, sitewide 2.2%Politically Left Leaning Bias: Keyword 0.7%, sitewide 2.0%Begging the Question: Keyword 1.9%, sitewide 1.7%Representativeness Heuristic: Keyword 0.8%, sitewide 1.9%Burden of Proof: Keyword 1.7%, sitewide 0.4%Special Pleading: Keyword 1.5%, sitewide 0.3%Framing EffectSitewide rateKeyword rate

Analyzed articles and videos

Anti-AI open source has an enemy in common, but almost nothing else37%
The Register38%7/25/2026, 3:17:00 AM
Microsoft, Meta, Nvidia, OpenAI, and Palantir have a message for Washington58%
Business Insider21%By Brent D. Griffiths0% Kelsey Vlamis65%7/24/2026, 5:41:00 PM
Ireland stalls €1B Microsoft tender amid digital sovereignty questions52%
The Register38%7/22/2026, 5:15:00 AM
Open-Source Android AI Agents Could Let Invisible Screen Text Run Code on Host PCs15%
The Hacker News17%By Swati Khandelwal11%7/21/2026, 4:58:00 AM
Java was a three-day hotfix away from dying horribly on stage36%
The Register38%7/18/2026, 6:30:00 AM
Moonshot's open-source Kimi K3 model beats Anthropic's Fable 5 on this benchmark61%
ZDNET58%By Radhika Rajkumar0%7/17/2026, 10:35:00 AM
Torvalds challenged the haters to fork Linux. Someone said 'hold my beer'63%
The Register38%7/17/2026, 7:02:00 AM
Microsoft Comic Chat, an IRC client from 30 years ago that helped popularize Comic Sans, is going open source | Windows Central74%
Windows Central67%By Zac Bowden58%7/16/2026, 10:46:51 AM
Linus Torvalds rebukes anti-AI stances in the Linux kernel code review process, says 'Linux is not one of those anti-AI projects' — creator embraces AI as just a tool and 'clearly a useful one'91%
Tom's Hardware50%By Bruno Ferreira85%7/16/2026, 9:59:13 AM
"The solution is not to put your head in the sand," says Linux creator Linus Torvalds as he puts his foot firmly down against anti-AI comments62%
Windows Central67%By Richard Devine67%7/16/2026, 6:02:22 AM