Test everything you have learned. Score yourself and find out your AI level.
You have made it through all seven chapters of AI 101. Now it is time to put it all together. This assessment covers every key concept from LLMs and chatbots to agents, platforms, and real-world scenarios.
How it works
Answer each question and get instant feedback. After all 20 questions you will see your total score, AI level, and a recommended learning path.
Final Assessment
Question 1 of 20
Part 1: Multiple Choice
What is the primary function of an LLM?
ATo search the internet in real-time
BTo predict the most likely next word based on patterns in training data
CTo store and retrieve information like a database
DTo execute code and run programs
Which statement about AI hallucinations is TRUE?
AHallucinations only happen with free AI tools
BHallucinations are when AI confidently states incorrect information
CHallucinations can be completely eliminated with better models
DHallucinations only happen when AI is asked about current events
What is the key difference between a chatbot and an AI agent?
AAgents are always more accurate
BAgents can take actions in the real world; chatbots can only generate text
CChatbots are faster
DAgents do not use LLMs
Why do multi-agent systems use specialized agents instead of one generalist?
ASpecialized agents are cheaper to run
BEach agent has focused context, optimized tools, and better instructions for its domain
CGeneralist agents do not exist
DSpecialized agents never make mistakes
What are the three layers of an agentic platform?
AInput, Processing, Output
BIntelligence, Orchestration, Execution
CFrontend, Backend, Database
DUser, Agent, System
Which of these is NOT a limitation of current AI?
AAI can hallucinate incorrect information
BAI has a limited context window
CAI can learn and improve on its own without new training
DAI does not truly understand - it predicts patterns
What does context window mean in AI?
AThe physical screen where AI displays responses
BThe amount of information an AI can process at one time
CThe time limit for AI to respond
DThe number of users that can access AI simultaneously
Which AI tool is best for simple questions and text generation?
AA chatbot like ChatGPT or Claude
BAn AI agent platform
CA vibe coding tool
DA database
What is vibe coding?
AWriting code while listening to music
BBuilding apps by describing what you want to AI, without writing traditional code
CA programming language for AI
DCoding that only works on mobile devices
What is the reasoning loop that AI agents use?
AA loop that makes agents repeat the same answer
BPlan, Act, Observe, Decide, Repeat until done
CA security feature
DA way for agents to learn from mistakes
Which of these is a benefit of using an agentic platform over standalone tools?
AIt is always free
BIt provides persistent memory, security controls, and the ability to grow with your needs
CIt never makes mistakes
DIt works offline
What should you do when AI gives you an answer that seems important?
ATrust it completely - AI is always accurate
BVerify it with a reliable source, especially for critical decisions
CIgnore it - AI is never accurate
DAsk the AI to confirm its answer
Scenario: You need to send a personalized email to 50 clients. You have their names and companies in a spreadsheet. What is the best AI approach?
AAsk ChatGPT to write one email, then copy-paste it 50 times
BUse an AI agent that can read the spreadsheet, generate personalized emails, and send them
CWrite all 50 emails manually to ensure quality
DUse a vibe coding tool to build a custom app
Scenario: You are researching a topic for a report. You need to find recent articles, summarize them, and compile the summaries into a document. What is the best approach?
AUse a chatbot to answer questions about the topic
BUse an AI agent that can search the web, read articles, summarize them, and create a document
CDo all the research manually
DUse a vibe coding tool to build a research app
Scenario: You have a great idea for a mobile app but do not know how to code. What is your best option in 2026?
AGive up - you need to learn to code first
BHire a developer immediately
CUse a vibe coding tool to build a prototype by describing what you want
DUse a chatbot to write the code for you
Scenario: Your AI assistant just gave you a statistic that seems surprising. What should you do?
AUse it immediately - AI is usually accurate
BVerify it with a reliable source before using it
CAsk the AI if it is sure
DIgnore it completely
Scenario: You want AI to help you manage your daily tasks - checking email, updating your calendar, and organizing files. What do you need?
AA chatbot like ChatGPT
BAn AI agent or agentic platform that can access your email, calendar, and files
CA vibe coding tool
DA database
Match concept to description1. LLM · 2. Chatbot · 3. AI Agent · 4. Agentic Platform A) AI that can take real-world actions · B) The AI model that predicts the next word · C) Infrastructure that coordinates multiple agents · D) A conversational interface that wraps an LLM
Which pairing is correct for all four?
A1-A, 2-B, 3-C, 4-D
B1-B, 2-D, 3-A, 4-C
C1-C, 2-A, 3-D, 4-B
D1-D, 2-C, 3-B, 4-A
Match tool to best use case1. ChatGPT · 2. AI Agent · 3. Vibe Coding Tool A) Building a prototype app without coding · B) Automating a multi-step workflow · C) Getting quick answers and drafting text
Which pairing is correct for all three?
A1-A, 2-B, 3-C
B1-C, 2-B, 3-A
C1-B, 2-A, 3-C
D1-A, 2-C, 3-B
Match limitation to description1. Hallucination · 2. Context Window · 3. No Real-Time Knowledge A) AI can only process a limited amount of information at once · B) AI confidently states incorrect information · C) AI knowledge has a cutoff date and does not know current events
Which pairing is correct for all three?
A1-A, 2-B, 3-C
B1-B, 2-A, 3-C
C1-C, 2-B, 3-A
D1-A, 2-C, 3-B
0/20
18–20AI ExpertYou are ready for AI 401: Building with AI
14–17AI AdvancedStart AI 301: AI for Work and Life
10–13AI IntermediateStart AI 201: Using AI Daily
0–9AI BeginnerRe-read AI 101, then retake this test