Scope of Research
How AI replaces, augments, and creates roles across workforce domains.
The AI Horizon
Educating into the Future
Curious about artificial intelligence and what it means for your future? We share educational resources to help you understand how AI works, explore forecasts for how it will shape industries and the workforce, and offer guidance on how to adapt your skills to stay competitive and hirable in an AI-driven world. Whether you're a student, professional, or simply curious, our goal is to help you prepare for, and thrive in, the future of work.
Explore What Matters Most Right Now
Jump into targeted resources for students, professionals, and educators.
Student
AI Tools for Students
Tools, discounts, and practical starting points.
Career Planning Guide
Shape your next skills with a structured framework.
Education Resources
Learning resources and pathways for students.
Skills
Discover and master emerging AI-related skills for workforce transformation
High Priority
AI Development
Vibe Coding / AI-Assisted Development
Vibe coding is a revolutionary approach to software development where you describe what you want to build in natural language and AI generates the code. Coined by Andrej Karpathy, this paradigm shift enables anyone to create functional applications by focusing on ideas rather than syntax, making software development accessible to non-programmers while dramatically accelerating experienced developers.
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High Priority
Red Team & AI Security
AI Red Team / Breach & Attack Simulation Specialist
AI Red Team Specialists use automated and AI-driven tools to simulate real-world attacks against organizations and AI systems. This role combines offensive security expertise with knowledge of LLM-powered automation, agentic AI security testing, and autonomous red teaming tools to continuously validate security controls and identify weaknesses in both traditional infrastructure and AI systems.
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High Priority
Cybersecurity
AI Security Specialist
AI Security Specialists secure AI systems and defend against AI-powered threats, including adversarial attacks and model poisoning.
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High Priority
Software Testing & QA
AI-Assisted QA Engineer / Software Tester
AI-Assisted QA Engineers leverage artificial intelligence to revolutionize software testing and debugging. This role combines traditional QA expertise with knowledge of AI-powered testing tools like TestRigor and GitHub Copilot, automated test generation, and AI-enhanced debugging techniques to deliver higher quality software faster than traditional methods allow.
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Critical Priority
Cybersecurity
Cloud Security Engineer
Cloud Security Engineers secure cloud infrastructures, implement compliance controls, and manage identity systems for cloud environments.
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Critical Priority
Cybersecurity
Cybersecurity Engineer
Cybersecurity Engineers are architects of secure digital infrastructure, integrating security controls into systems and automating security processes at scale.
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High Priority
Cybersecurity
DevSecOps Engineer
DevSecOps Engineers integrate security into CI/CD pipelines and automate security testing throughout the software development lifecycle.
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High Priority
Cybersecurity
Penetration Tester / Ethical Hacker
Penetration Testers are offensive security professionals who simulate real-world attacks to identify vulnerabilities before malicious hackers can exploit them. They combine technical expertise with creative thinking to find security weaknesses in networks, applications, and systems, then provide actionable remediation guidance.
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Critical Priority
Cybersecurity
Security Analyst/Information Security Analyst
Security Analysts serve as the frontline defenders of organizational cybersecurity, responsible for monitoring systems, detecting threats, and responding to security incidents. They bridge the gap between technical security controls and business risk management.
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Critical Priority
SOC & Incident Response
AI-Powered SOC Analyst / Threat Detection Specialist
AI-Powered SOC Analysts leverage artificial intelligence and machine learning tools to detect, analyze, and respond to security threats faster than ever before. This role combines traditional SOC skills with expertise in AI-assisted threat hunting, automated incident response, and tools like Microsoft Security Copilot to defend organizations at machine speed.
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High Priority
Cybersecurity
Threat Intelligence Analyst
Threat Intelligence Analysts collect, analyze, and disseminate actionable intelligence about current and emerging cyber threats to guide security decision-making.
Learn MoreVideos
Watch practical explainers and talks on AI, cybersecurity, and career-ready skills.
“We’re Team Human” - Ford Hired Back 350 Engineers They Fired Due to AI
AI DevelopmentFord has quietly rehired over 300 veteran engineers after its AI-driven quality checks failed to match the skill and experience of longtime human inspectors, proving that automation still has serious limits in the real world. Patrick Bet-David and the team break down why "Team Human" is making a comeback, what this means for the future of AI in the workplace, and why human connection, struggle, and purpose can't be replaced by technology.
DEF CON 25 - Garry Kasparov - The Brain's Last Stand
AI & Human CollaborationChess champion Garry Kasparov delivers his legendary keynote at DEF CON 25, discussing his historic matches against Deep Blue and what he learned about human-machine collaboration. He introduces his hypothesis that weak humans + ordinary machines + superior processes can beat strong humans with strong machines.
Software 2.0 - Andrej Karpathy
AI DevelopmentFormer Tesla AI Director Andrej Karpathy explains the paradigm shift from traditional hand-coded software (Software 1.0) to neural network-based programs (Software 2.0). He discusses how this changes what it means to be a programmer and what skills will matter in the future.
CompTIA Security+ Certification - Everything You Need to Know
Cybersecurity CertificationsComprehensive overview of the CompTIA Security+ certification, including exam objectives, study strategies, career impact, and how it compares to other entry-level certifications. Includes tips from those who have passed the exam.
Ethical Hacking Course for Beginners - Full Tutorial
Cybersecurity SkillsBeginner-friendly introduction to ethical hacking and penetration testing. Covers reconnaissance, scanning, exploitation basics, and introduces tools like Nmap, Burp Suite, and Metasploit in a legal and ethical context.
7 AI Skills You Need NOW for 2026
AI Skills & Career DevelopmentFuturepedia presents 7 essential AI skills to master for 2026: reducing AI hallucinations, leveraging the LLM Council method, orchestration, AI agents, vibe coding, curation over creation, and knowing when not to use AI. This comprehensive tutorial covers how to futureproof yourself with AI automation and workflows for business, content creation, and creative work.
We Have 900 Days Left | Emad Mostaque
Global Risk & AI FuturesEmad Mostaque delivers a concise and urgent message arguing that humanity has a narrow 900-day window to meaningfully respond to accelerating global challenges. He highlights AI acceleration, geopolitical instability, energy pressures, and institutional fragility, urging viewers to recognize the exponential nature of technological and societal change.
AI Expert: We Have 2 Years Before Everything Changes! We Need To Start Protesting! - Tristan Harris
AI Policy & UrgencyFormer Google design ethicist Tristan Harris warns that the rise of powerful AI systems is accelerating changes to society, economy, and politics - and argues that we have roughly a two-year window to act on governance, public awareness, and safeguards. He covers how incentives, corporate competition, and geopolitical pressure can push unsafe deployment, and calls for coordinated public pressure and policy to slow or guide the rollout.
Jobs Researched
Dedicated pathways for cybersecurity roles and cyber-IT roles.
Education & Career Strategy
Practical resources for course design, skill development, and career transitions.
Blog and NAIRR
Strategic insight and federal context for AI research infrastructure.
