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Add new article(s) from aiadopters.club (#48) 

Co-authored-by: kbanc85 <139567284+kbanc85@users.noreply.github.com>
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public/feed.xml
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@ -5,9 +5,18 @@
<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>Fri, 13 Feb 2026 01:20:21 GMT</lastBuildDate>
<lastBuildDate>Sun, 15 Feb 2026 01:19:57 GMT</lastBuildDate>
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<item>
<title>The AI Leverage Ladder: Four Rungs That Decide Your next Career Move</title>
<link>https://kbanc.com/claims-library/ai-leverage-ladder-career-move</link>
<guid>https://kbanc.com/claims-library/ai-leverage-ladder-career-move</guid>
<pubDate>Sat, 14 Feb 2026 00:00:00 GMT</pubDate>
<description>5 atomic claims about the article explores how professionals can navigate career growth in the ai era by understanding their position in the ai value chain. it introduces a four-rung framework describing different levels of ai interaction and their associated risks and opportunities..</description>
<author>kamil@kbanc.com (Kamil Banc)</author>
</item>
<item>
<title>A nonprofit&apos;s chatbot told eating disorder patients to lose weight</title>
<link>https://kbanc.com/claims-library/ai-chatbot-eating-disorder-nonprofit-failure</link>

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src/data/claims.ts
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@ -3068,6 +3068,44 @@ export const ALL_CLAIMS_DATA: ClaimData[] = [
],
infographics: [],
supportingContext: "This case, documented as Incident 545 in the OECD AI Incident Database, demonstrates critical gaps in AI vendor governance for small and medium businesses. The charity\'s contract contained ambiguous language around system upgrades, allowing the vendor to substitute generative AI for the clinically-tested rule-based system. For practitioners, the incident highlights the necessity of explicit contractual clauses requiring written approval for model upgrades, version changes, and architectural modifications. The recommended immediate action is adding vendor notification requirements to all AI contracts before technology substitutions occur.",
},
{
slug: "ai-leverage-ladder-career-move",
title: "The AI Leverage Ladder: Four Rungs That Decide Your next Career Move",
date: "2026-02-14",
featuredClaim: "Your career resilience depends on where you sit in the AI value chain, not your job title.",
description: "The article explores how professionals can navigate career growth in the AI era by understanding their position in the AI value chain. It introduces a four-rung framework describing different levels of AI interaction and their associated risks and opportunities.",
keyPoints: [
"AI is transforming knowledge work, with value concentrated in high-judgment tasks",
"Professionals can position themselves on four rungs: Execution, Validation, Direction, and Architecture",
"Using AI requires protecting cognitive skills and maintaining deep domain expertise",
"Career success depends on moving closer to AI\'s strategic inputs, not just its outputs"
],
topics: [TOPICS.STRATEGY, TOPICS.BUSINESS, TOPICS.IMPLEMENTATION],
claims: [
"Goldman Sachs CEO reported AI now completes ninety-five percent of IPO prospectus work in mere minutes.",
"PwC analysis of one billion job postings found workers with AI skills command a fifty-six percent wage premium.",
"Entry-level P1 hiring dropped seventy-three percent while US programmer employment fell twenty-seven point five percent since 2023.",
"MIT researchers found ChatGPT users showed forty-seven percent drop in neural connectivity compared to unaided writers\' performance.",
"BCG Harvard study showed consultants relying on AI performed nineteen percentage points worse on tasks outside AI capability."
],
claimTitles: [
"AI Automates IPO Work",
"AI Skills Wage Premium",
"Entry-Level Employment Decline",
"Cognitive Debt from AI",
"AI Overreliance Performance Cost"
],
originalUrl: "https://aiadopters.club/p/the-ai-leverage-ladder",
quote: "The market is pricing something specific: closeness to AI\'s inputs, not its outputs.",
keyStatistics: [
{ stat: "95% of IPO prospectus completed by AI", context: "Work that previously required a six-person team two weeks at Goldman Sachs" },
{ stat: "56% wage premium for AI skills", context: "Found in PwC\'s 2025 analysis of one billion job postings across six continents" },
{ stat: "47% drop in neural connectivity", context: "MIT Media Lab study comparing ChatGPT users to unaided writers" },
{ stat: "73% decline in entry-level hiring", context: "P1-level positions between 2023 and 2025, with 27.5% drop in US programmer employment" }
],
infographics: [],
supportingContext: "The AI Leverage Ladder framework draws on multiple empirical sources: Goldman Sachs operational data, PwC\'s Global AI Jobs Barometer analyzing one billion job postings, Bureau of Labor Statistics employment figures, MIT Media Lab neuroscience research on cognitive effects, Microsoft Research studies of 319 knowledge workers, and BCG/Harvard analysis of 758 consultants. For practitioners, the framework offers a diagnostic tool through four rungs (Execution, Validation, Direction, Architecture) that professionals can use to assess their current position and plan strategic repositioning. The article emphasizes actionable steps including a Monday morning audit to categorize work tasks and deliberately redesigning one execution-level task per quarter to operate at the direction level, while maintaining unassisted deep thinking time to avoid cognitive debt.",
}
];