5.9 — Strategy Quiz 📊

1. According to the WEF (2025), how many net jobs would AI and the other trends create by 2030?

2. Why is a Human-in-the-Loop needed on a CV screening agent in particular?

3. In sales, what is ’‘lead scoring’’?

4. Name two of the most in-demand new AI jobs.

5. True or false: the ‘’+78M net’’ figure means there will be no job destruction.

6. (Exercise) You run a delivery company and buy a powerful AI. Do you use it to lay off your drivers or to increase their efficiency?

7. The ’‘lead machine’’ (5.5) combines three building blocks. Which ones (by role)?

8. What is the basic formula for an agent’s ROI?

👉 Show answers

1. +78 million net (170M created − 92M destroyed).
2. Because it’s a domain at high risk of discrimination/bias: the selection decision must stay under human control, with auditable traces.
3. Rating prospects based on their behavior to spot those who are ready to buy.
4. Any of: AI Engineer, MLOps Engineer, AI Governance/Ethics Officer, AI Security Specialist.
5. False. It’s a balance: 92M jobs are indeed destroyed, 170M created. A huge transformation, not an absence of losses.
6. To increase their efficiency. AI does not physically drive the truck: it calculates the optimal route (less fuel, less time) and hands it to the driver. Human + machine together.
7. Orchestration (Make or n8n) + memory/base (Airtable) + AI brain (ChatGPT or Claude), driven by a structured prompt.
8. Net gain = (hours saved × hourly cost) − agent cost — to cross-check against the real cost measured by traces (Level 4).