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Agentic AI Safety: Governing Systems That Plan, Act and Spend on Your Behalf

Defining Autonomy Levels and Where Your System Sits

Quiz: Defining Autonomy Levels and Where Your System Sits

The Risk Profile of an Agent Compared With a Chatbot

Quiz: The Risk Profile of an Agent Compared With a Chatbot

Least Privilege Design for Tools, Data and Credentials

Quiz: Least Privilege Design for Tools, Data and Credentials

Sandboxing, Network Egress and Filesystem Boundaries

Quiz: Sandboxing, Network Egress and Filesystem Boundaries

Human in the Loop, on the Loop and Fully Autonomous Modes

Quiz: Human in the Loop, on the Loop and Fully Autonomous Modes

Approval Design That Does Not Become Rubber Stamping

Quiz: Approval Design That Does Not Become Rubber Stamping

Budget Limits, Rate Limits and Loop Detection

Quiz: Budget Limits, Rate Limits and Loop Detection

Goal Misspecification and Reward Hacking in Practice

Quiz: Goal Misspecification and Reward Hacking in Practice

Prompt Injection as an Agent Hijacking Route

Quiz: Prompt Injection as an Agent Hijacking Route

1 of 2

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Quiz: Human in the Loop, on the Loop and Fully Autonomous Modes

Agentic AI Safety: Governing Systems That Plan, Act and Spend on Your Behalf
Human in the Loop, on the Loop and Fully Autonomous Modes
Quiz: Human in the Loop, on the Loop and Fully Autonomous Modes

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Question 1 of 5

1. Question

In human-in-the-loop systems, what is the primary role of the human operator?

To make all final decisions without AI input
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To monitor AI performance and intervene when necessary
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To approve or reject AI recommendations before final decisions
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To design and develop AI algorithms
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Question 2 of 5

2. Question

Which of the following is an example of a human-on-the-loop system?

An AI system that automatically schedules maintenance activities
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A medical diagnosis tool that identifies conditions but requires clinical validation
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A platform that makes hiring decisions without human input
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A system that flags inappropriate content and removes it automatically
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Question 3 of 5

3. Question

What is required for effective human-on-the-loop systems to function properly?

Complete autonomy of the AI without any human oversight
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Real-time dashboards and protocols for human intervention
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Automatic fail-safe mechanisms for all AI decisions
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Full elimination of human involvement in decision-making
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Question 4 of 5

4. Question

Which of these systems operates entirely without human intervention?

A credit assessment tool that requires human approval
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A logistics AI that calculates delivery routes with human supervision
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A manufacturing AI that schedules maintenance based on sensor data
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A content moderation tool that makes final decisions on posts
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Question 5 of 5

5. Question

What must organisations consider when choosing between different AI deployment modes?

The cost of hardware required for AI systems
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The level of human involvement, risk tolerance, and regulatory requirements
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The number of employees available for AI training
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The colour scheme of monitoring dashboards
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