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Home > Analysis > OODA Original > Decision Intelligence > OODA Loop Research: From Human Risk to Talent Superpower Strategy 

Recent OODA Loop research underscores one central theme: human capital is the decisive factor in cybersecurity and national tech competition. From board-level governance of human risk to the race for emerging tech talent, a “Talent Superpower Strategy” reframes people—not just technology—as the critical infrastructure of the future.

We provide an overall analysis of our findings, as well as an archive of OODA Loop Original Analysis posts for a deeper dive.

Why This Matters

  • Boards must own human risk. Cybersecurity failures tied to social engineering or insider threats are governance issues, not just IT problems.
  • Talent is national security. Retaining STEM graduates, building cyber/AI workforce capacity, and countering foreign human targeting efforts directly shape U.S. technological sovereignty.
  • Geopolitical talent competition is accelerating. China, among others, leverages recruitment and repatriation programs to erode U.S. advantages in AI, biotech, semiconductors, and quantum.
  • AI and quantum expand the battlefield. Workforce strategies must adapt to specialized skills in data science, adversarial AI, and next-gen quantum infrastructure.

Key Points

  • Human Risk Management / Social & Human Engineering
    • Evolved from awareness training (2020) to board accountability (2023–2024).
    • Social engineering remains the “coin of the realm” for ransomware groups and advanced persistent threats.
    • Boards are urged to treat human risk as a cultural and strategic concern, not a siloed IT issue.
  • Talent Strategy & Emerging Tech Talent
    • OODA launched the Talent Superpower Strategy series in 2023, highlighting domestic talent as a strategic resource.
    • Priority fields: AI, semiconductors, biotechnology, and quantum.
    • Adversaries actively target these talent pools through recruitment, espionage, and collaboration fronts.
  • Cyber & AI Workforce Development
    • DoD Cyber Workforce Strategy (2023–2027) emphasizes AI/data roles and four pillars of human capital.
    • Training innovations include cybergames, red teaming, and gamified skill retention.
    • AI workforce themes are increasingly integrated into cyber workforce planning.
  • STEM Stay Rates
    • Retaining international STEM graduates in the U.S. remains a national security priority.
    • Attrition undermines long-term competitive advantage.
  • Human Targeting
    • Case studies (e.g., Los Alamos recruitment) show foreign adversaries weaponizing talent pipelines.
    • Counter-strategies include awareness, resilience planning, and stronger counterintelligence.
  • Quantum Talent Strategy (2025 expansion)
    • OODA’s research extends the Talent Superpower Strategy into quantum computing, stressing elite talent as essential infrastructure.

What Next?

  • Expect greater board-level accountability for human risk management.
  • Watch for policy initiatives linking STEM retention, immigration, and national competitiveness.
  • Anticipate AI workforce specialization across both private and defense sectors.
  • Quantum and biotech talent will increasingly be framed as strategic battlegrounds in U.S.–China competition.

Recommendations from OODA Loop Research

  • Boards & Executives: Elevate human risk to the governance agenda; require regular reporting on insider threats and workforce resilience.
  • Policymakers: Tie immigration and STEM retention policy directly to national security goals; expand cyber/AI workforce pipelines.
  • Investors & Innovators: Fund startups and platforms that merge AI oversight with human-centric training, compliance, and risk mitigation.
  • National Security Leaders: Harden defenses against human targeting, particularly in critical technology research hubs.

A Deeper Dive: from the OODA Loop Research Archive

Human Risk Management, Social Engineering, and Human Engineering

Human Targeting & Cyber Espionage

Cyber Workforce Development & AI Workforce

Talent Strategy & Talent Superpower Strategy

Emerging Tech and National Security Context

Broader Policy & Innovation Context

On Trust

The theme of trust runs directly through all of these OODA research topics: it’s an implicit backbone connecting human risk, talent strategy, and workforce development.

Trust is not just a “soft” issue — it’s a hard strategic factor:

  • Cybersecurity collapses without trust between users, systems, and institutions.
  • Talent strategies succeed or fail depending on whether workers and innovators trust the system they are part of.
  • In AI, trust is the foundation of safe deployment and oversight.

Resources:

OODA Network Member Junaid Islam on Zero Trust Data

Daniel Pereira

About the Author

Daniel Pereira

Daniel Pereira is research director at OODA. He is a foresight strategist, creative technologist, and an information communication technology (ICT) and digital media researcher with 20+ years of experience directing public/private partnerships and strategic innovation initiatives.