Curated Video Library
Essential videos that help you understand AI's impact on careers, work, and education. Each video has been carefully selected for its insights and practical value.
DEF CON 25 - Garry Kasparov - The Brain's Last Stand
Chess 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.
Why This Matters
This is the foundational talk for understanding human-AI collaboration principles. Kasparov's hypothesis directly informs the AI Horizon mission and provides the intellectual framework for understanding how workers can remain valuable alongside AI. Essential viewing for anyone serious about career planning in the AI era.
Software 2.0 - Andrej Karpathy
Former 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.
Why This Matters
This is the conceptual foundation for understanding vibe coding and AI-assisted development. Karpathy's framework helps professionals understand why traditional coding skills are evolving and what new skills (like prompt engineering and model fine-tuning) are becoming essential. Required background for the Vibe Coding skill path.
CompTIA Security+ Certification - Everything You Need to Know
Comprehensive 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.
Why This Matters
Security+ is the most widely recognized entry-level cybersecurity certification and often a requirement for government and contractor positions. This video helps learners understand if it's right for them and how to approach the certification journey efficiently.
Ethical Hacking Course for Beginners - Full Tutorial
Beginner-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.
Why This Matters
Ethical hacking skills are increasingly valuable for both offensive and defensive security roles. This tutorial provides a safe, legal introduction to penetration testing concepts that form the foundation of understanding how attackers operate.
7 AI Skills You Need NOW for 2026
Futurepedia 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.
Why This Matters
As AI tools rapidly evolve, knowing which skills to prioritize is crucial for staying competitive. This video provides a practical roadmap for professionals and students who want to leverage AI effectively — not just use it, but master the techniques that separate casual users from power users. The skills covered (like vibe coding and AI orchestration) align directly with emerging job requirements and productivity gains.
We Have 900 Days Left | Emad Mostaque
Emad 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.
Why This Matters
Mostaque's message reframes global risk not as a distant problem but as a rapidly approaching deadline. By quantifying a short time horizon, he emphasizes the need for coordinated action, technological readiness, and resilient governance. The video serves as a call to think seriously about how AI, economics, and global systems will evolve in the next two years — and what decisions must be made before trajectories lock in.
AI Expert: We Have 2 Years Before Everything Changes! We Need To Start Protesting! - Tristan Harris
Former 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.
Why This Matters
Harris translates abstract AI risk arguments into near-term civic and political urgency: if major AI capabilities shift social incentives quickly, societies may have little time to adapt institutions and regulations. This makes the talk a practical rallying cry for organizers, policymakers, and technologists who want to prioritize safety, transparency, and democratic oversight before critical decisions become locked in.