Club AI
Choose the right Club AI mode — Search, Deep Think, or Canvas — and prompt it so the answer is worth reading.
What Club AI is
Club AI is the intelligence layer of The Quantum Club. You meet it everywhere — match scores, offer analysis, cover letters — but you can also talk to it directly as an assistant. The assistant has three modes, and choosing the right one is most of the skill.
The three modes
Search Mode grounds answers in live information. Use it when the answer depends on facts you do not have — companies, markets, roles, current context. Toggle it on when freshness matters; an ungrounded answer about a fast-moving topic is a guess.
Deep Think trades speed for depth. The assistant reasons longer before answering. Use it for judgment-heavy questions: comparing two offers with different risk profiles, planning a career pivot, deciding how to handle a difficult negotiation. Expect a slower, substantially better answer.
Canvas Mode produces work on a canvas instead of in the chat — structured artifacts you can see and iterate on. Use it when the output is a thing rather than an answer: a plan, a document draft, something with shape.
A practical rule: facts → Search, decisions → Deep Think, artifacts → Canvas. Plain chat with everything off is right for quick questions where you already trust the context.
Writing good prompts
The quality gap between a weak and strong prompt is enormous. Three habits close it:
- Give context, not keywords. "Review this offer: base X, equity Y, my current comp Z, my priority is learning rate" beats "is this offer good".
- State the output you want. "Give me three options with trade-offs" or "draft this in under 200 words" shapes the answer before it is written.
- Iterate instead of restarting. The second message — "now make it more direct" or "you ignored the relocation factor" — is where the real value appears.
Good member prompts in practice: "Deep Think: I have offers A and B [details]. I optimize for career growth over cash. Argue both sides, then recommend." Or with Search on: "What should I know about [company] before a final-round interview next week?"
Limits to respect
- It advises; you decide. Club AI never makes decisions about your applications or offers — humans do, including you. Treat its output as a strong second opinion.
- It works from what it is given. Out-of-date profile data or a vague prompt produce confident-sounding answers built on sand.
- Verify what matters. For high-stakes facts — compensation norms, contract terms — confirm independently or ask your Talent Strategist. The strategist knows things no model does.

