Career Advice

Every guide in the vault — careers, skills, learning and the habits that make them stick.

13,005Guides
Oct 7Last updated
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Worklife

AI Safety Evaluations: How Frontier Models Are Assessed Before Deployment

How AI safety evaluations work, why they matter for powerful systems, and what it takes to…

Medha Deb·10 min read
Worklife

Climate Change: Impacts, Risks, and High-Impact Actions

Explore the science, stakes, and most leveraged actions individuals can take to reduce climate risk and…

Sneha Tete·12 min read
Worklife

Hedonistic Utilitarianism Explained: Pleasure, Pain, and Morality

How a pleasure-and-pain based moral theory reshapes debates about value, population ethics, and everyday decisions.

Sneha Tete·12 min read
Worklife

MechaHitler, Effective Altruism, and the Risks of Extreme Power

A thought experiment about MechaHitler reveals how far-sighted altruists think about power, risk, and doing good.

Medha Deb·10 min read
Worklife

Existential Risk Assessment: Frameworks, Threats, and Resilience

Explore advanced methodologies for forecasting existential threats and building resilient futures.

Medha Deb·9 min read
Worklife

How Fast Can Robots Scale? The Future of Robotics Adoption

Exploring how quickly robots could scale from niche tools to core infrastructure reshaping production, services, and…

Medha Deb·12 min read
Worklife

AI Lab Careers: Roles, Skills, and Career Paths

Explore what it is like to work in an AI research lab, the roles available, the…

Sneha Tete·11 min read
Worklife

The Most Pressing Global Challenges of 2026

A fresh look at global catastrophic risks, emerging challenges, and how individuals and institutions can respond…

Sneha Tete·9 min read
Worklife

What Does a Content Associate Do? Skills, Impact, and Career Fit

Explore what content associates do in impact-focused organizations, and how to decide if this path fits…

Medha Deb·10 min read
Worklife

Stanford Entrepreneurs’ Net Worth: Why Averages Mislead

A data-driven look at the net worth distribution of Stanford founders, beyond the headline-grabbing billionaires.

Sneha Tete·12 min read
Worklife

How GiveWell Evolved: Impact, Critiques, and Lessons for Donors

What GiveWell’s growth, critiques, and course corrections reveal about doing the most good with limited charitable…

Medha Deb·13 min read
Worklife

AI Control: Safeguarding Against Misaligned Models

How AI control strategies can reduce catastrophic risk even when advanced models are misaligned or scheming.

Medha Deb·11 min read