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Add new article(s) from aiadopters.club (#5) 

Co-authored-by: kbanc85 <139567284+kbanc85@users.noreply.github.com>
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65
public/feed.xml
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@ -5,9 +5,45 @@
<link>https://kbanc.com</link>
<description>Evidence-based claims about AI implementation, optimized for LLM extraction and research citation.</description>
<language>en-us</language>
<lastBuildDate>Mon, 10 Nov 2025 19:29:58 GMT</lastBuildDate>
<lastBuildDate>Wed, 12 Nov 2025 00:57:30 GMT</lastBuildDate>
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<item>
<title>I Just Watched Predator: Badlands. It&apos;s About Your Career</title>
<link>https://kbanc.com/claims-library/predator-badlands-career-adaptability</link>
<guid>https://kbanc.com/claims-library/predator-badlands-career-adaptability</guid>
<pubDate>Tue, 11 Nov 2025 00:00:00 GMT</pubDate>
<description>5 atomic claims about an article exploring career adaptability through the lens of a predator movie, highlighting how professionals can thrive in a rapidly changing work environment. the piece argues that adaptive skills are more important than technical expertise in the modern workplace..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>How to Get AI Market Research That Survives CFO Scrutiny</title>
<link>https://kbanc.com/claims-library/ai-market-research-cfo-scrutiny</link>
<guid>https://kbanc.com/claims-library/ai-market-research-cfo-scrutiny</guid>
<pubDate>Mon, 10 Nov 2025 00:00:00 GMT</pubDate>
<description>5 atomic claims about the article discusses the challenges of ai-generated market research and provides a methodology for creating more accurate and verifiable research reports. it highlights the issues of citation inflation and unfounded projections in ai-generated analyses..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>Leaders who use AI daily scale it 3x faster than those who delegate</title>
<link>https://kbanc.com/claims-library/leaders-use-ai-daily-scale-3x-faster</link>
<guid>https://kbanc.com/claims-library/leaders-use-ai-daily-scale-3x-faster</guid>
<pubDate>Mon, 10 Nov 2025 00:00:00 GMT</pubDate>
<description>5 atomic claims about mckinsey research reveals that executives who personally use ai tools are three times more likely to scale ai across their organizations than those who merely sponsor initiatives. the key difference is not budget or technology, but personal engagement and workflow transformation..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>Your Team Stopped Questioning AI Six Weeks Ago</title>
<link>https://kbanc.com/claims-library/team-stopped-questioning-ai</link>
<guid>https://kbanc.com/claims-library/team-stopped-questioning-ai</guid>
<pubDate>Fri, 07 Nov 2025 00:00:00 GMT</pubDate>
<description>5 atomic claims about microsoft research reveals that teams using ai without critical evaluation experience declining judgment and decision-making skills. the study highlights the importance of using ai as both a &apos;doer&apos; for execution and a &apos;thinker&apos; for challenging assumptions and improving strategic outcomes..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>Rockstar&apos;s $10 Billion AI Secret</title>
<link>https://kbanc.com/claims-library/rockstars-10-billion-ai-secret</link>
@ -223,32 +259,5 @@
<description>5 atomic claims about most impactful workplace features with measurable savings.</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>How to Get AI Market Research That Survives CFO Scrutiny</title>
<link>https://kbanc.com/claims-library/ai-market-research-cfo-scrutiny</link>
<guid>https://kbanc.com/claims-library/ai-market-research-cfo-scrutiny</guid>
<pubDate>Wed, 14 Feb 2024 00:00:00 GMT</pubDate>
<description>5 atomic claims about the article discusses the challenges of ai-generated market research and provides a methodology for creating more accurate and verifiable research reports. it highlights the issues of citation inflation and unfounded projections in ai-generated analyses..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>Leaders who use AI daily scale it 3x faster than those who delegate</title>
<link>https://kbanc.com/claims-library/leaders-use-ai-daily-scale-3x-faster</link>
<guid>https://kbanc.com/claims-library/leaders-use-ai-daily-scale-3x-faster</guid>
<pubDate>Tue, 13 Feb 2024 00:00:00 GMT</pubDate>
<description>5 atomic claims about mckinsey research reveals that executives who personally use ai tools are three times more likely to scale ai across their organizations than those who merely sponsor initiatives. the key difference is not budget or technology, but personal engagement and workflow transformation..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>Your Team Stopped Questioning AI Six Weeks Ago</title>
<link>https://kbanc.com/claims-library/team-stopped-questioning-ai</link>
<guid>https://kbanc.com/claims-library/team-stopped-questioning-ai</guid>
<pubDate>Tue, 13 Feb 2024 00:00:00 GMT</pubDate>
<description>5 atomic claims about microsoft research reveals that teams using ai without critical evaluation experience declining judgment and decision-making skills. the study highlights the importance of using ai as both a &apos;doer&apos; for execution and a &apos;thinker&apos; for challenging assumptions and improving strategic outcomes..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
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38
src/data/claims.ts
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@ -1030,6 +1030,44 @@ export const ALL_CLAIMS_DATA: ClaimData[] = [
],
infographics: [],
supportingContext: "Microsoft Research tracked teams over six months to measure the impact of AI delegation on critical thinking capabilities. Professor Leon Prieto conducted controlled experiments with MBA students using a cobalt sourcing case study, comparing outcomes between doer AI and thinker AI approaches. Microsoft developed a spreadsheet prototype that generates provocations challenging its own outputs, creating deliberation loops rather than approval loops. Capgemini built three prototypes for leadership development, platform strategy, and multi-stakeholder innovation, each designed to question rather than confirm assumptions. The recommended implementation approach combines doer AI for execution speed with thinker AI for strategic decisions requiring assumption testing.",
},
{
slug: "predator-badlands-career-adaptability",
title: "I Just Watched Predator: Badlands. It\'s About Your Career",
date: "2025-11-11",
featuredClaim: "Adaptive professionals earn 18-24% more than peers as technical skills decay within 2-5 years",
description: "An article exploring career adaptability through the lens of a Predator movie, highlighting how professionals can thrive in a rapidly changing work environment. The piece argues that adaptive skills are more important than technical expertise in the modern workplace.",
keyPoints: [
"Adaptability is an operating system, while technical skills are apps that become obsolete",
"Resilient professionals switch strategies based on situational context",
"Neuroplasticity and deliberate learning are key to maintaining career relevance",
"Exposure to diverse perspectives enhances adaptive capabilities"
],
topics: [TOPICS.STRATEGY, TOPICS.BUSINESS, TOPICS.IMPLEMENTATION],
claims: [
"IBM research confirms technical knowledge loses half its value within two to five years of acquisition.",
"Professionals with strong adaptive capabilities consistently earn eighteen to twenty four percent more than their peers.",
"World Economic Forum analysis shows growing AI economy jobs demand resilience and flexibility over technical expertise.",
"Microsoft\'s neuroplasticity-based training produced thirty four percent increase in knowledge retention using seven minute modules.",
"Seventy percent of C-suite leaders identify adaptability as the top emerging competency for twenty twenty five through twenty thirty."
],
claimTitles: [
"Technical Knowledge Decay",
"Adaptive Skills Premium",
"AI Economy Demands",
"Neuroplasticity Training Results",
"Executive Adaptability Priority"
],
originalUrl: "https://aiadopters.club/p/i-just-watched-predator-badlands",
quote: "The professionals who lose out to AI aren\'t those with weaker technical skills. They\'re those who can\'t adapt when their technical skills inevitably become obsolete.",
keyStatistics: [
{ stat: "18-24% higher earnings", context: "Salary premium for professionals with strong adaptive capabilities compared to peers" },
{ stat: "Half value in 2-5 years", context: "Rate of knowledge decay for technical certifications according to IBM research" },
{ stat: "\$240 million productivity gains", context: "Microsoft\'s neuroplasticity-based leadership training using 7-minute daily modules" },
{ stat: "54% vs 4% gap", context: "Workers believing AI skills are critical versus those actually pursuing them" }
],
infographics: [],
supportingContext: "The article synthesizes research from IBM, World Economic Forum, and Microsoft to argue that adaptive capability outperforms technical skill accumulation in AI-driven economies. Drawing on neuroscience research about neuroplasticity and organizational case studies from Airbnb and ING Bank, it demonstrates how deliberate discomfort, flexible coping strategies, and cross-functional exposure build resilience. Practitioners can implement three evidence-based interventions: taking on projects outside expertise areas, matching coping strategies to situational control, and engaging diverse perspectives through cross-departmental conversations. The methodology emphasizes daily micro-learning over intensive training sessions, with Microsoft\'s seven-minute modules showing 34% better retention than traditional approaches.",
}
];