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

A strategy team wants to use AI to stress-test a business plan. Which prompt is most effective for this goal?

'What improvements can you make to this plan?' 'Act as a skeptical board member. What are the three riskiest assumptions in this plan, and what evidence would change your view?' 'Tell me if this business plan will succeed' 'Summarize this business plan in three paragraphs'

A healthcare startup wants to use AI to analyze sensitive patient records. Sending data to external cloud APIs is not permitted under their compliance policy. What type of deployment is most appropriate?

Whichever model has the highest benchmark score Self-hosted open-source model (e.g., Meta Llama) on the organization's own infrastructure ChatGPT Enterprise — data privacy is guaranteed by contract Google Gemini Pro — all Gemini data stays in healthcare-dedicated servers

A healthcare company is evaluating an AI vendor's product for processing patient records. The vendor's product is built on a closed-source foundation model API. What is the primary data privacy consideration?

Closed-source models automatically comply with HIPAA The foundation model will permanently memorize patient data Patient data will be transmitted to the foundation model provider's servers The application layer encrypts data before it leaves the company

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

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

A company builds a prompt library in Notion with 30 useful templates. After 3 months, some templates produce worse results than they used to. What is the most likely cause and solution?

AI model updates changed behavior — review and update templates when models are upgraded, and record a version history Notion is not a suitable storage tool for prompt templates All templates expire after 3 months due to API policy The team is using too many templates — reduce to fewer than 10

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 Require every user to rewrite 30% of the template before use 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

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 write a better version of the analysis Ask AI to score the analysis out of 10 Ask AI to summarize the analysis back in its own words

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 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 AI can make the final hiring decision based on the resume data provided

Which Gemini feature most directly reduces hallucination on questions about recent events?

Gemini's fine-tuning on Google's proprietary dataset Gemini Flash's lower latency Gemini's large context window Google Search grounding — responses can be anchored to live Search results

What is the biggest risk when an AI produces a confident-sounding analysis of your business?

AI doesn't know your actual organizational context — it analyzes the concept you described, not the specific realities of your situation AI analysis is too long — it always produces 10+ pages AI may accidentally leak your business data to competitors The AI may refuse to complete an analysis if the business is in a regulated industry