Author: medha deb
80,000 Hours 2023–2025 Review: AI-First Strategy, Impact, and Future Direction
A deep dive into how 80,000 Hours evolved from 2023 to mid-2025, what changed, what worked,…
AI Alignment: Scalable Oversight, Robustness and Governance
Exploring concrete techniques, research agendas, and governance ideas for building advanced AI systems that robustly pursue…
Superforecasting and the Science of Accurate Prediction
Discover how rigorous forecasting methods transform uncertainty into actionable intelligence for critical decisions.
Bryan Caplan’s Case Against Education: Signaling vs. Skills
How much of modern schooling builds real skills—and how much just signals that we’re hireable in…
Moral Uncertainty: How to Decide When Ethics Conflicts
Learn practical tools for making high-stakes decisions when you are genuinely unsure which moral view is…
AI Skills That Will Matter Most in the Future of Work
Learn which uniquely human skills AI amplifies, which careers may grow or shrink, and how to…
AI Lab Careers: Roles, Skills, and How to Get In
Understand what AI labs do, which roles they hire for, and how to build a high-impact,…
Why Future Generations Matter: Protecting the Long-Term Future
Exploring why the long-term future could be our biggest moral responsibility and what we can do…
Career Capital: Build Skills, Networks, and Options for Long-Term Success
Build skills, connections, and credibility to unlock better opportunities and greater impact over time.
Counterfactual Reasoning: Understanding What Might Have Been
Master the art of 'what if' thinking to improve your decisions and evaluate impact.