AI Landscape Quiz: Do You Know the Models That Matter?

What is the primary benefit of marking variables in a prompt template using brackets like [CLIENT_NAME]?

Brackets encrypt the variable so the AI doesn't see the actual client name It makes the changeable elements visually obvious, so any team member can fill them in without needing to understand prompt engineering It allows the template to work across different AI provider APIs The brackets are required syntax for AI models to recognize variable values

A company wants to connect an AI assistant to its private internal knowledge base so it can answer employee questions. Which technique is most relevant?

Switching to an open-source model Retrieval-Augmented Generation (RAG) Fine-tuning the foundation model from scratch Building a new foundation model

A small business owner is considering three AI marketing tools, all with similar feature sets. Which evaluation question is MOST important for long-term cost management?

What is the pricing at the volume I'll be using? (Many tools have low entry prices that become expensive at scale) Which tool was most recently founded? Which tool has the best-designed user interface? Which tool has the most integrations in their marketplace?

What is the primary reason Meta makes its Llama models available as open-source at no charge?

Meta cannot afford to run a paid API service Open-source is required by US government regulation for AI models Meta's Llama models are too weak to sell commercially To establish Llama as the dominant open-source standard, growing Meta's AI ecosystem influence and accelerating research adoption

A team of 50 professionals already uses Gmail, Google Docs, and Google Sheets daily. Which AI path offers the lowest adoption friction?

Google Gemini for Workspace — AI is embedded directly into their existing tools Self-hosted Llama — requires technical setup Claude API — requires integration by a developer ChatGPT Enterprise — requires a new platform adoption

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

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 has undergone an independent security audit verifying their security controls, data availability, processing integrity, and confidentiality The vendor's AI models are certified as bias-free

Which of these prompt template practices is MOST important for a large team to maintain quality over time?

Lock down templates so only administrators can use them Rotate to a new AI model every quarter to keep outputs fresh Document expected outputs alongside each template so users know what 'good' looks like and can spot when quality has degraded Require every user to rewrite 30% of the template before use

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?

Use AI only on Tuesdays when server load is lower and data is more secure 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

A manager asks an AI to recommend which of two job candidates to hire. What is the correct role for AI in this decision?

AI can make the recommendation, but a human must type it into the HR system AI can make the final hiring decision based on the resume data provided AI can help structure the evaluation criteria and surface considerations, but the hiring decision should be made by the human hiring manager AI is too risky to use in any hiring process

Which prompting technique best helps a professional use AI to identify blind spots in their own analysis?

Ask AI to list the critical assumptions the analysis relies on, then ask what would happen if those assumptions were wrong Ask AI to score the analysis out of 10 Ask AI to write a better version of the analysis Ask AI to summarize the analysis back in its own words