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Safe AI for Developers: Shipping AI Features Without Shipping the Risk

The Safety Requirements That Land on Engineering Teams

Quiz: The Safety Requirements That Land on Engineering Teams

Threat Modelling an AI Feature Before You Write Code

Quiz: Threat Modelling an AI Feature Before You Write Code

Prompt Injection, Tool Abuse and Untrusted Content Handling

Quiz: Prompt Injection, Tool Abuse and Untrusted Content Handling

Secrets, Personal Data and What Leaves Your Trust Boundary

Quiz: Secrets, Personal Data and What Leaves Your Trust Boundary

Designing Evaluation Gates Into Continuous Integration

Quiz: Designing Evaluation Gates Into Continuous Integration

Writing Test Sets That Represent Real Users and Real Failures

Quiz: Writing Test Sets That Represent Real Users and Real Failures

Guardrails at Input, Output and Tool Call Level

Quiz: Guardrails at Input, Output and Tool Call Level

Structured Output, Schema Validation and Refusal Handling

Quiz: Structured Output, Schema Validation and Refusal Handling

Retrieval Design That Reduces Fabricated Answers

Quiz: Retrieval Design That Reduces Fabricated Answers

1 of 2

Previous Lesson

Quiz: Guardrails at Input, Output and Tool Call Level

Safe AI for Developers: Shipping AI Features Without Shipping the Risk
Guardrails at Input, Output and Tool Call Level
Quiz: Guardrails at Input, Output and Tool Call Level

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Question 1 of 5

1. Question

What is the purpose of input guardrails?

To make the model faster
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To filter, sanitise or reject user input before it reaches the model
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To improve model training
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To reduce API costs
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Question 2 of 5

2. Question

What is the primary purpose of output guardrails?

To improve model training
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To make responses longer
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To filter, reject or transform model output before it reaches the user
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To reduce model inference time
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Question 3 of 5

3. Question

How do tool call guardrails prevent unauthorised or dangerous tool invocations?

They prevent the model from accessing any tools
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They intercept tool calls, validate parameters, check access control and apply rate limits
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They require the user to manually approve every tool call
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They are not necessary because models never abuse tools
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Question 4 of 5

4. Question

Why should guardrails be layered rather than relying on a single guardrail?

Because layering makes the system slower
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Because each guardrail type has different strengths; layering means if one is bypassed, others catch the attack
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Because guardrails are optional and layering is just redundant
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Because the regulation requires it
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Question 5 of 5

5. Question

What is the risk of guardrails that are too strict?

They slow down inference
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They reject too many legitimate requests (false positives)
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They are ineffective against attacks
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They require constant retraining
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