IN THIS LESSON

Incentives, Power & Action

AI safety is not just a technical problem, it is political and economic. Large firms lobby to delay regulation. Capability research receives orders of magnitude more funding than safety research. Development cycles run in months; regulation takes years. Meanwhile, geopolitical competition punishes restraint.

This week explores:

  • Why safety teams lack veto power

  • Why labs both deny risks and restrict access

  • The prisoner’s dilemma of AI races

  • Disagreements among experts on AGI timelines and severity

We conclude pragmatically: AI safety is a field you can enter. From red-teaming and evaluations to governance, research, and policy, there are concrete paths to contribution.

Final takeaway: AI safety is not about fear, it is about making progress survivable.