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.
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.