AI Engineering Interview Questions — Practice Library

40 problems
Problem
Tags
Type
Overconfident Model Hallucinations in High-Risk Conversational AI Contexts
Reported at AnthropicAI SecurityHard
System Design
Generative AI safety: detecting and mitigating harmful content generation
Reported at AnthropicAI SecurityMedium
Theory
Detecting and redacting PII in LLM prompts and responses safely
AI SecurityMedium
Theory
GenAI Safety: Building Trust Through Guardrails and Evaluation
Reported at AnthropicAI SecurityMedium
System Design
LLM Pipeline PII Redaction Architecture Design and Compliance Strategy
Reported at JP Morgan ChaseAI SecurityMedium
Theory
Red-Teaming an AI Assistant for a Law Firm
AI SecurityMedium
Theory
Secure GPT-4o Agent Against Indirect MCP Prompt Injection Attacks
Reported at OpenAIAI SecurityHard
System Design
# Defending Proprietary LLM APIs Against Model Extraction
Reported at NvidiaAI SecurityHard
System Design
LLM Jailbreaking Techniques: Bypassing Safety Guidelines Effectively
AI SecurityEasy
Theory
Adversarial Attacks on Large Language Models: Vulnerabilities and Defenses
Reported at SnapAI SecurityMedium
Theory
Security governance compliance features shipped and implementation rationale
Reported at JP Morgan ChaseAI SecurityMedium
Theory
Prompt Injection Defense Techniques and Implementation Strategies
AI SecurityMedium
Theory
Design a prompt injection defence architecture
Reported at AnthropicAI SecurityMedium
System Design
Bot Detection System Design for Gaming Platforms
Reported at RobloxAI SecurityHard
System Design
LLM01: Prompt Injection
AI SecurityEasy
Theory
Red-team harness for automated prompt-injection bypass discovery
Reported at OpenAIAI SecurityHard
Theory
Zero trust security assumes no user or device is trusted by default.
Reported at AmazonAI SecurityEasy
Theory
Federated Learning Security — Hospital Consortium Attack Scenarios
AI SecurityHard
Theory
Membership Inference and Differential Privacy in Healthcare ML
AI SecurityMedium
Theory
AI Compliance — EU AI Act Implementation for a Hiring Tool
AI SecurityHard
Theory
Role-Play Jailbreak Incident Response
AI SecurityEasy
Theory
Prompt Injection Defense Mechanisms and Mitigation Strategies
AI SecurityMedium
Theory
Defence-in-Depth Architecture for a Cloud Infrastructure Agent
AI SecurityMedium
System Design
EU AI Act + NIST AI RMF Compliance for an AI Hiring System
AI SecurityMedium
Theory
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