Topic summary
62%10 analyzed articles/videos3,163 analyzed words
BS Summary: These Semiconductor Manufacturing results contain 45 faulty reasoning types, including Negativity Bias, Appeal to Authority, and Framing Effect, with Optimism Bias as the most egregious example at 6.5% saturation with 1,693 hits. Analysis detected 18,244 faulty-reasoning hits from 25,913 analyzed words across 10 articles, generating a BS Score of 1.6% and a BS Rank of 22% (18,774 of 24,024 topics). This Semiconductor Manufacturing is better (less manipulative) than 78.10% of the peer group.
Semiconductor Manufacturing

Ranking context

Position among analyzed topics

22% percentile
025507510021.9% percentile
1.6% BS Score10 analyzed articles25.9K 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 4.4%4.4%Appeal to EmotionSitewide 15.9%Topic 0.5%0.5%Negativity BiasSitewide 19.2%Topic 6.3%6.3%In-Group BiasSitewide 6.9%Topic 0.4%0.4%Appeal to AuthoritySitewide 11.1%Topic 4.8%4.8%Halo EffectSitewide 6.7%Topic 1.1%1.1%Availability HeuristicSitewide 9.1%Topic 3.5%3.5%Confirmation BiasSitewide 7.5%Topic 2.5%2.5%AnecdotalSitewide 5.2%Topic 0.5%0.5%Hasty GeneralizationSitewide 8.1%Topic 4.4%4.4%

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 4.4%, sitewide 26.9%Negativity Bias: Topic 6.3%, sitewide 19.2%Appeal to Emotion: Topic 0.5%, sitewide 15.9%Appeal to Authority: Topic 4.8%, sitewide 11.1%Availability Heuristic: Topic 3.5%, sitewide 9.1%Hasty Generalization: Topic 4.4%, sitewide 8.1%Confirmation Bias: Topic 2.5%, sitewide 7.5%In-Group Bias: Topic 0.4%, sitewide 6.9%Halo Effect: Topic 1.1%, sitewide 6.7%Optimism Bias: Topic 6.5%, sitewide 6.0%Biased Writer Voice: Topic 4.0%, sitewide 5.3%Anecdotal: Topic 0.5%, sitewide 5.2%Overconfidence Bias: Topic 2.6%, sitewide 4.6%Anchoring Bias: Topic 2.3%, sitewide 4.0%Self-Serving Bias: Topic 3.2%, sitewide 3.7%Post Hoc (False Cause): Topic 2.7%, 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 0.6%, sitewide 2.7%Recency Bias: Topic 1.6%, sitewide 2.7%Ambiguity (Equivocation): Topic 2.7%, sitewide 0.8%Loss Aversion: Topic 0.3%, sitewide 2.5%Bandwagon: Topic 0.6%, sitewide 2.2%Status Quo Bias: Topic 0.9%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

China's memory-making champion smashes DDR5-8800 barrier on AMD platform — CXMT chips close the gap with SK hynix55%
Tom's Hardware62%By Zhiye Liu56%8/8/2026, 5:35:00 AM
This week on Tom's Hardware Premium: August 8, 2026 — Inside China's lithography efforts, co-packaged optics get a spotlight, and Samsung debuts next-gen memory tech19%
Tom's Hardware62%By Sayem Ahmed8/7/2026, 6:44:37 AM
Lumentum CEO warns of impending bottleneck on critical material used for silicon photonics — fab and material shortfall already lags 30% below customer needs as co-packaged optics demand skyrockets51%
Tom's Hardware62%By Luke James54%7/31/2026, 5:45:27 AM
Shanghai Aishengna named as the maker of China's first domestic immersion DUV chipmaking tools — first viable domestic 7nm-capable scanner to be completed by 203846%
Tom's Hardware62%By Luke James54%7/30/2026, 9:23:55 AM
China is considering export controls on AI technologies, including banning local companies from using TSMC, report claims — restrictions would also cover advanced AI models, training data, and overseas acquisitions42%
Tom's Hardware62%By Anton Shilov61%7/21/2026, 9:04:43 AM
Taiwan indicts ex-TSMC manager for allegedly stealing chip secrets for China — first case of its kind links managers to Chinese semiconductor materials analysis company20%
Tom's Hardware62%By Luke James54%7/20/2026, 11:13:21 AM
Chinese scientists unveil new process for faster 3D optical chip manufacturing59%
Interesting Engineering73%By Bojan Stojkovski89%7/19/2026, 5:58:50 AM
TSMC commits another $100 billion to Arizona for at least four more 2nm fabs — 2026 capex could hit $64 billion following another record quarterly earnings61%
Tom's Hardware62%By Luke James54%7/16/2026, 5:10:51 AM
New 3D silicon chip stacks circuits on top of each other to boost computing power43%
Live Science21%By Rich McEachran0%7/16/2026, 2:25:00 AM
Nvidia's Huang vows to deliver 'giant amounts' of Vera Rubin — company says that 'our roadmap is intact'60%
Tom's Hardware62%By Anton Shilov61%7/15/2026, 12:07:17 PM