AI Economy Quiz: How Ready Are You for the Transformation Ahead?

A solo accountant wants to implement an AI chatbot on their website. Which capability is MOST appropriate to implement first?

Processing client payments and scheduling automatically without human review Autonomous tax advice for website visitors FAQ response — answering common questions about services, pricing, and availability to handle basic inquiries 24/7 Automated client onboarding that collects financial documents

A consultant generates proposals manually, which takes 3 hours each. They close 30% of proposals. What is the most direct AI impact opportunity?

Use AI to automatically send proposals without owner review to maximize volume Use AI to find and pitch leads, bypassing the proposal stage Use AI to generate first-draft proposals from a project brief, reducing the 3-hour task to 1 hour of review and customization — enabling more proposals at the same time investment Use AI to increase the proposal price to improve ROI per proposal

A small e-commerce store has 200 products but no descriptions written yet. What is the most efficient AI-assisted workflow?

Use AI to write descriptions but publish them without any human review Hire a copywriter first since AI cannot write e-commerce product descriptions Create a template prompt with product name, category, key features, and target customer, then batch-process all 200 products through an AI writing tool Write one product description manually and ask AI to copy it for all other products

What is the NIST AI Risk Management Framework and who is it intended for?

NIST's AI framework is a certification that AI products must earn before selling in the US NIST's framework is mandatory for all US businesses using AI A voluntary best-practice framework from the US government's technical standards body, designed for any organization deploying AI — providing structured guidance for identifying, assessing, and managing AI-related risks The NIST framework applies only to government agencies and defense contractors

What makes AI's current economic impact different from previous technological waves like industrialization or computerization?

The pace is faster and AI affects white-collar knowledge work — which previous waves left largely untouched — compressing the transition timeline dramatically AI affects only creative professions, while previous technologies targeted manufacturing Previous technological waves created more jobs than AI will AI is the first technology to affect employment — previous technologies only improved productivity

According to occupational risk research, which role has the HIGHEST substitution risk from AI among the options below?

Senior strategy executive — judgment, accountability, and stakeholder management dominate Data entry and processing clerk — core tasks (inputting data, document classification, basic form processing) are almost entirely automatable by current AI Mental health therapist — deep emotional attunement is the core product Electrician — requires physical presence and variable-environment problem solving

A company plans to run a customer service AI chatbot handling 500,000 short conversations per month. Which cost dimension should they optimize first?

Choose the model with the largest context window Use a smaller, faster, cheaper model (e.g., Haiku or Flash tier) since the tasks are short and high-volume Always use the highest-capability model to ensure quality Pick the model with the best score on the MMLU benchmark

Why is AI's current impact on labor markets historically unprecedented compared to the computerization era?

For the first time, automation significantly affects knowledge workers — lawyers, doctors, writers, analysts — whereas previous technologies primarily affected manual and routine tasks, leaving white-collar work largely untouched AI affects only manufacturing; previous technologies affected only service work Previous technologies never displaced any workers; AI is the first to do so Computerization actually increased employment in all categories; AI is uniquely destructive

What is meant by 'AI governance' in an organizational context?

The structures and processes that establish accountability for AI use: who approves high-risk uses, who is responsible when AI produces errors, how AI output quality is monitored, and what uses are prohibited AI governance refers only to government regulation of AI companies AI governance means ensuring the AI system is connected to the internet for current information AI governance is the technical process of fine-tuning AI models

A restaurant receives 20 new Google Reviews per week. Responding to all of them takes too much time. What is the best AI-assisted approach?

Consolidate all responses into one weekly post Use AI to respond automatically to all reviews without any human review Use AI to generate personalized response drafts for each review that the owner quickly reviews and publishes Respond only to negative reviews — positive reviews don't need responses