Vibe Coding Quiz: How Ready Are You for the New Software Economy?

What is 'cash flow forecasting' and how do AI tools help small businesses with it?

AI tools create cash flow reports by scraping competitor financial data Cash flow forecasting is only relevant for businesses with over $1 million in revenue Cash flow forecasting predicts when money will come in and go out; AI tools analyze past patterns and outstanding invoices to project future balances automatically Cash flow forecasting predicts stock market returns for a small business investment portfolio

What does SOC 2 certification indicate about an AI tool vendor?

The vendor has undergone an independent security audit verifying their security controls, data availability, processing integrity, and confidentiality The vendor is approved by the US government for handling classified data The vendor stores data in the US and is subject to US law The vendor's AI models are certified as bias-free

A freelance photographer manually enters all expenses into a spreadsheet for tax time, spending 3 hours each month. Which AI tool most directly eliminates this work?

Xero's API for developer-automated accounting A calendar reminder to do expense entry weekly instead of monthly ChatGPT — by manually listing expenses in conversation An accounting tool like QuickBooks, FreshBooks, or Wave that automatically categorizes bank and card transactions and organizes them by category

A small business evaluates an AI tool and discovers it will fine-tune its model using the company's customer data to improve future recommendations. What is the most important consideration before agreeing?

Whether the model will be available to the business for download Whether using customer data for model training complies with the business's privacy policy and applicable data protection regulations — and whether customers consented Whether fine-tuning on small business data produces measurably better results Whether the model improvement will be visible to the business within 30 days

A small business wants to use AI for drafting responses to customer complaints that include customer names and order details. What is the simplest way to reduce privacy risk while still using AI?

Anonymize the data — replace the customer name with 'Customer' and describe the order generically — before sending to the AI tool Ask the AI not to store the customer's name after the session Never use AI for any customer-related communications Use AI only on Tuesdays when server load is lower and data is more secure