Module 5 of 7

5. Future Challenges

Security, ethics, and economics

Challenges
Hallucination Risk

Agents can confidently take wrong actions. Human-in-the-loop checkpoints are essential.

Security

Agents with tool access can cause real damage. Sandboxing and permission scopes are critical.

Cost

Multi-step agent runs consume many API tokens. Optimizing reasoning loops reduces cost.

Opportunities
Personal AI Staff

Every person will have AI agents managing email, scheduling, research, and finances.

Agent Economy

Agents will hire other agents for specialized tasks, creating autonomous marketplaces.

Ambient Intelligence

AI woven into every device and service — proactively acting before you ask.

The Agentic Web holds incredible promise, but it also presents significant challenges in security, ethics, and economics. This module explores the open questions we must solve to build a safe and prosperous agentic future.