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

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?

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

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

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

Which of these vendor claims is a RED FLAG suggesting a tool may not have meaningful AI capability?

'AI-powered' prominently featured in marketing but no specific explanation of what the AI does in the product The vendor has raised venture capital funding The tool integrates with Zapier The tool requires a free trial signup before showing pricing

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?

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

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 Claude API — requires integration by a developer Self-hosted Llama — requires technical setup ChatGPT Enterprise — requires a new platform adoption

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

A small physical therapy clinic wants to use an AI scheduling chatbot on their website. Patients will input their names, contact info, and appointment reasons (which may reference medical conditions). What is required before deploying the chatbot?

A standard terms of service acceptance by the clinic is sufficient HIPAA only applies to clinics with more than 20 employees A Business Associate Agreement (BAA) with the chatbot provider, since the chatbot may process Protected Health Information under HIPAA Chatbots don't count as HIPAA-covered technology — only EHR systems do

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

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 Meta's Llama models are too weak to sell commercially Open-source is required by US government regulation for AI models To establish Llama as the dominant open-source standard, growing Meta's AI ecosystem influence and accelerating research adoption

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

Ask AI to score the analysis out of 10 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 summarize the analysis back in its own words