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Artificial Intelligence and the Return of Foundational Skills: Why Human Capital Determines AI Impact
NEXUS INSTITUTE FOR WORK AND AI
17 hours ago
25 min read
A Shorter Workweek as Economic Infrastructure: Managing AI-Driven Labor Displacement Through Work-Time Policy
NEXUS INSTITUTE FOR WORK AND AI
2 days ago
18 min read
Dynamic Behavior Readiness Systems: A Multi-State Framework for Sustainable Organizational Performance
ADAPTIVE ORGANIZATION LAB
3 days ago
21 min read
Human-Centric Skills in the New Economy: Evidence, Gaps, and Strategic Imperatives for Organizations
4 days ago
26 min read
Navigating AI Displacement Threats: Evidence-Based Strategies for Organizational Resilience and Employee Creativity
NEXUS INSTITUTE FOR WORK AND AI
5 days ago
17 min read
People Don't Follow Strategy—They Follow Structure: Why Organizational Design Drives Adaptation More Than Culture or Incentives
CATALYST CENTER FOR WORK INNOVATION
6 days ago
24 min read
Organizational AI Transparency and Employee Resilience: Building Trust, Autonomy, and Confidence in Hybrid Work
NEXUS INSTITUTE FOR WORK AND AI
7 days ago
23 min read
The Hidden Infrastructure: How Management Quality Shapes Career Trajectories and Institutional Performance in Higher Education
NEXUS INSTITUTE FOR WORK AND AI
Mar 24
19 min read
When Algorithms Manage: The Accountability Gap in AI-Driven Workforce Management
NEXUS INSTITUTE FOR WORK AND AI
Mar 23
20 min read
The Future of Education in an AI-Driven World: Preparing Organizations for Human-Centered Performance
RESEARCH BRIEFS
Mar 22
16 min read
Human Capital Leadership Review
When Hiring Plans Change Overnight
7 hours ago
3 min read
AI Won’t Replace Creative Leaders. It Will Expose the Ones Standing Still
7 hours ago
7 min read
Durable Skills: The Foundation for Career Resilience
8 hours ago
3 min read
Your Employees Are Already Telling the World How It Feels to Work for You
9 hours ago
6 min read
Artificial Intelligence and the Return of Foundational Skills: Why Human Capital Determines AI Impact
NEXUS INSTITUTE FOR WORK AND AI
17 hours ago
25 min read
The AI Zombie Apocalypse at Work: How to Spot It—and Stop It Before It Spreads
1 day ago
3 min read
THINK INSIDE THE BOX: Setting Clear Boundaries Encourages Creative Thinking At All Levels Of An Organization
2 days ago
4 min read
A Shorter Workweek as Economic Infrastructure: Managing AI-Driven Labor Displacement Through Work-Time Policy
NEXUS INSTITUTE FOR WORK AND AI
2 days ago
18 min read
Dynamic Behavior Readiness Systems: A Multi-State Framework for Sustainable Organizational Performance
ADAPTIVE ORGANIZATION LAB
3 days ago
21 min read
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HCL Review Research Videos
Human Capital Innovations
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YOUR EGO IS SHOWING, with Christie Garcia
In this HCI Webinar, I talk with Christie Garcia about her book, YOUR EGO IS SHOWING. Christie Garcia, author of YOUR EGO IS SHOWING: How Ego Management Unlocks Authentic Confidence & Meaningful Success, is the founder and Ego Management expert at Mindful Choice. She is a seasoned leadership coach, speaker, skillful facilitator, and a distinguished contributor to Forbes Coaches Council. With a notable career spanning two decades, Garcia brings a wealth of expertise in the realms of sales, talent acquisition, leadership development, and Ego Management.
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Play Video
58:07
A Conversation about Rethinking Graduate Underemployment: Nuance Beyond the Headlines
This research explores the complexities of graduate underemployment, challenging the alarming narrative that over half of college graduates are in roles not requiring their degrees. The research argues that traditional metrics, which rely solely on entry-level education requirements, fail to account for the earnings premiums and educational diversity present within many occupations. By examining three different methodological approaches, the research demonstrates that underemployment rates can drop significantly—from 47 percent to 25 percent—when considering the actual economic value degrees provide in the labor market. The research further examines organizational impacts, such as the benefits of skills-based hiring and the necessity of intentional job design to retain overqualified talent. Ultimately, the research advocates for more nuanced measurement standards and improved institutional support to better align higher education with evolving workforce demands. Through this lens, the bachelor's degree is presented as a resilient asset that continues to offer substantial long-term financial and professional advantages despite shifting economic conditions. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
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15:09
Rethinking Graduate Underemployment: Beyond the Headlines to Nuanced Understanding
Abstract: Graduate underemployment has emerged as a central concern in higher education policy discourse, with widely cited estimates suggesting that more than half of recent college graduates work in jobs not requiring their degree. However, these alarming statistics may obscure a more complex reality. This article examines three distinct methodological approaches to measuring underemployment among bachelor's degree holders: entry-level education assignments, realized labor market matches, and earnings premium adjustments. Drawing on American Community Survey data (2018–2022) and Bureau of Labor Statistics occupational classifications, the analysis reveals that underemployment rates vary substantially—from 25 percent to 47 percent among recent graduates—depending on methodology. The findings suggest that relying exclusively on entry-level education requirements overlooks critical labor market dynamics, including educational diversity within occupations, upskilling trends, and the substantial earnings premium bachelor's degree holders command even in occupations classified as requiring less education. While underemployment remains a legitimate concern representing potential human capital underutilization, oversimplified measures risk distorting policy responses and obscuring the continued labor market value of higher education credentials. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Play Video
Play Video
15:09
A Conversation about Rethinking Graduate Underemployment: Nuance Beyond the Headlines
This research explores the complexities of graduate underemployment, challenging the alarming narrative that over half of college graduates are in roles not requiring their degrees. The research argues that traditional metrics, which rely solely on entry-level education requirements, fail to account for the earnings premiums and educational diversity present within many occupations. By examining three different methodological approaches, the research demonstrates that underemployment rates can drop significantly—from 47 percent to 25 percent—when considering the actual economic value degrees provide in the labor market. The research further examines organizational impacts, such as the benefits of skills-based hiring and the necessity of intentional job design to retain overqualified talent. Ultimately, the research advocates for more nuanced measurement standards and improved institutional support to better align higher education with evolving workforce demands. Through this lens, the bachelor's degree is presented as a resilient asset that continues to offer substantial long-term financial and professional advantages despite shifting economic conditions. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Play Video
Play Video
22:37
A Debate about Rethinking Graduate Underemployment: Nuance Beyond the Headlines
This research explores the complexities of graduate underemployment, challenging the alarming narrative that over half of college graduates are in roles not requiring their degrees. The research argues that traditional metrics, which rely solely on entry-level education requirements, fail to account for the earnings premiums and educational diversity present within many occupations. By examining three different methodological approaches, the research demonstrates that underemployment rates can drop significantly—from 47 percent to 25 percent—when considering the actual economic value degrees provide in the labor market. The research further examines organizational impacts, such as the benefits of skills-based hiring and the necessity of intentional job design to retain overqualified talent. Ultimately, the research advocates for more nuanced measurement standards and improved institutional support to better align higher education with evolving workforce demands. Through this lens, the bachelor's degree is presented as a resilient asset that continues to offer substantial long-term financial and professional advantages despite shifting economic conditions. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Play Video
Play Video
Employee Experience Design, with Dean E. Carter
In this HCI Webinar, I talk with Dean E. Carter about employee experience design. Dean E. Carter, newly named CEO at Instill.ai and co-author of EMPLOYEE EXPERIENCE DESIGN, has over two decades of experience as an executive officer for renowned, and Fortune50 companies, such as Patagonia and Sears, as well as a board director for private and publicly traded companies. His views on employee experience and future of work are frequently featured in global publications, podcasts, corporate events, and mainstage keynotes.
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Play Video
06:58
AI Killed Entry Level - The Surprising Fix Leaders Need Now
Artificial intelligence (AI) is fundamentally transforming the entry-level job landscape, automating routine tasks that were once critical for training young professionals. This shift is causing a sharp decline in entry-level job postings, with reductions of approximately 35% in the United States, disrupting the traditional career development model. The removal of these foundational roles threatens the leadership pipeline by creating a succession gap, as fewer junior employees translate into fewer future managers and executives. Without fresh talent, knowledge transfer diminishes, innovation stalls, and senior staff face burnout from absorbing both strategic and operational tasks. Highlights 🤖 AI automates routine entry-level tasks, reshaping career foundations. 📉 Entry-level job postings in the U.S. have dropped by 35%, disrupting talent pipelines. 🔄 Loss of junior roles causes succession gaps and knowledge transfer breakdowns. ⚠️ Overreliance on AI risks biased outputs and operational failures without human oversight. 🌟 New entry-level roles focus on AI validation, critical thinking, and creative problem-solving. 🎯 Organizations must redesign roles, invest in training, and maintain hiring to sustain growth. 🔄 Sustainable AI integration requires modular skills, governance, and a human-centered approach. Key Insights 🤖 AI as a Double-Edged Sword: AI’s automation of routine tasks boosts efficiency but simultaneously eliminates traditional entry points crucial for skill development. This duality demands careful management to avoid undermining workforce readiness and growth. Organizations must balance leveraging AI’s capabilities with preserving human learning opportunities to ensure long-term sustainability. 📉 Succession Gap Threatens Leadership Pipelines: The sharp decline in entry-level hiring disrupts the natural progression of talent development. Without a steady influx of juniors, companies face a leadership vacuum in 3 to 7 years, forcing costly external hires lacking internal culture and experience. This gap risks weakening organizational cohesion and strategic continuity. 🔄 Knowledge Transfer Breaks Down Without Juniors: The mentorship and collaborative knowledge exchanges that traditionally pass down experiential wisdom cease without junior staff. This breakdown impairs the accumulation of tacit knowledge, which is difficult to codify but essential for nuanced decision-making and innovation, leading to organizational stagnation. ⚠️ AI Operational Risks Require Human “In the Loop” Oversight: AI systems, while powerful, are brittle and prone to errors or biases, especially in novel or ambiguous situations. Human oversight is critical to validate AI outputs, detect anomalies, and prevent systemic failures. This calls for redefining entry-level roles as guardians of AI integrity rather than mere task executors. 🌟 Redesigning Entry-Level Roles for the AI Era: Instead of clerical work, entry-level employees should focus on validating AI-generated content, identifying biases, and translating complex data into strategic insights. This shift not only makes work more engaging but also accelerates professional development by cultivating judgment, ethical reasoning, and creativity from day one. 🎯 Strategic Hiring and Training are Imperative: To sustain culture, innovation, and leadership pipelines, companies must continue hiring entry-level talent at scale, adapting roles to the AI context. Training should go beyond tool proficiency to include critical thinking, emotional intelligence, collaboration, and ethical reasoning, supported by continuous, high-quality feedback. 🔄 Long-Term Frameworks Foster Workforce Resilience: Building a future-ready workforce requires modular skill frameworks that allow flexibility and internal mobility, strong AI governance for accountability, and transparent employment promises emphasizing lifelong learning and skill-building. Sharing AI productivity gains through better pay and richer roles helps maintain motivation and human-centered growth. 🌱 Balanced AI Adoption Secures Sustainable Growth: The choice is between pursuing short-term efficiency gains that hollow out organizations or adopting AI to augment human capabilities. By freeing employees from drudgery and focusing on creativity, empathy, and judgment, companies can foster innovation, engagement, and meaningful work, ensuring a resilient and thriving workforce for future generations. OUTLINE: 00:00:00 - The Vanishing First Rung 00:01:18 - The Hidden Costs of an Empty Pipeline 00:02:45 - AI's Unexpected Openings 00:04:16 - The Blueprint for a Human-Centric Future 00:05:33 - A Call for Balanced Progress
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Play Video
04:02
The AI Talent Paradox
This research examines the profound disruption of entry-level employment caused by the rapid adoption of artificial intelligence in the workplace. While automation offers immediate productivity gains, the author warns that eliminating junior roles creates strategic vulnerabilities, such as hollowed-out talent pipelines and the loss of institutional knowledge. To combat these risks, forward-thinking organizations are redefining early-career positions to focus on human judgment, AI oversight, and complex synthesis rather than routine tasks. The research highlights a shift toward collaborative human-AI workflows and the necessity of maintaining robust hiring to ensure long-term leadership succession. Ultimately, the research advocates for a sustainable talent strategy that balances technological efficiency with the essential development of the next generation of professionals.
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Jul 19, 2025
4 min read
RESEARCH INSIGHTS
Leading With Passion: Understanding What Truly Drives Leaders
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