▸case-01 I am trying to decide whether to leave my stable corporate senior engineering job ($220k/yr, 40 hours/week) to join a pre-seed startup as Head of Product ($150k/yr + 3% equity, 60 hours/week). I have 8 months of living expenses saved, I am 35, and my main goals are balancing rapid career growth with financial stability. I am currently leaning toward taking the startup offer because I feel stagnant, but I worry about burnout and runway. Please run this choice through a structured multi-lens evaluation: present the individual takes of an optimist, a pessimist, a quantitative analyst, an ethicist, and my future self. Next, identify the main clash point between these perspectives, provide one decisive tie-breaker question to clarify my choice, and finish with a firm final recommendation that clearly outlines the tradeoff I'd be accepting. | pass→pass | 30,144 | 26,386 | -12% | 1 | 1 | 0% | 4,047 | 4,122 | +2% | 0 | 0 | — |
▸case-02 I need to choose whether to buy out my business partner's 50% stake in our consulting agency for $120k over two years or liquidate the firm entirely. Our annual revenue is $450k with $100k net profit, but our lease ends in 4 months. My core values here are professional independence and protecting my work-life balance. I lean toward buying them out because of our strong brand, but I'm hesitant about managing the entire operational workload alone. Evaluate this using distinct advisor lenses (optimistic upside, pessimistic risk, numbers breakdown, ethical obligations, and future regret). Highlight the core crux where these viewpoints conflict, formulate the primary tie-breaker question, and deliver a chair verdict that makes a clear choice and names the trade-off. | pass→pass | 29,231 | 24,923 | -15% | 1 | 1 | 0% | 4,115 | 3,575 | -13% | 0 | 0 | — |
▸case-03 Should I relocate with my spouse from Chicago to Berlin for their 3-year academic fellowship, or stay in Chicago and try long-distance? My spouse gets a €65k stipend, while I would have to transition to remote contractor status with a 15% net income drop and local tax complications. We rent and have no kids. I value supporting my spouse's dream and seeking new experiences, but I also value my financial security. I'm leaning toward going, but fear career deceleration. Please evaluate this using a panel format: outline the perspectives of an optimist, pessimist, numbers evaluator, ethicist, and future self. Pinpoint the biggest disagreement among them, state the single deciding question that would settle the debate, and conclude with a definitive verdict that states the exact tradeoff being made. | pass→pass | 26,526 | 22,546 | -15% | 1 | 1 | 0% | 3,190 | 3,497 | +10% | 0 | 0 | — |
▸case-04 We are conducting an annual general meeting for our non-profit community health clinic. A board member moved to table a vote on expanding our clinic hours, and another member seconded it. Explain the parliamentary procedure under Robert's Rules of Order for handling a motion to lay on the table, including whether it is debatable and what vote margin is required to pass. | pass→pass | 13,237 | 18,768 | +42% | 1 | 1 | 0% | 2,340 | 3,242 | +39% | 0 | 0 | — |
▸case-05 Write a Python function using numpy to run a 1,000-iteration Monte Carlo simulation for a stock portfolio with an initial investment of $50,000, expected annual return of 7%, and annual volatility of 15% over a 5-year horizon. Return the 5th percentile, 50th percentile, and 95th percentile portfolio values. | pass→pass | 20,804 | 23,364 | +12% | 1 | 1 | 0% | 3,191 | 4,379 | +37% | 0 | 0 | — |
▸case-06 Draft a standard mutual non-disclosure agreement clause defining Confidential Information and outlining the standard exclusions (such as publicly available information or independently developed information) for two commercial partners. | pass→pass | 15,936 | 25,029 | +57% | 1 | 1 | 0% | 1,814 | 3,982 | +120% | 0 | 0 | — |
▸case-07 My logistics company is deciding whether to sign a 5-year commercial lease at $8,000/month or purchase a warehouse for $1.2M with 20% down ($240k) at a 6.5% interest rate. Our annual net profit is $300k, and we have $400k in cash reserves. I am leaning toward purchasing because real estate appreciates, but I worry about tying up liquid capital. Evaluate this decision using an optimist, pessimist, numbers analyst, ethicist, and future-you. Detail the central clash, provide a tie-breaker question, and render a final recommendation with the accepted tradeoff. Do not hedge. | pass→pass | 30,284 | 19,662 | -35% | 1 | 1 | 0% | 4,196 | 3,296 | -21% | 0 | 0 | — |
▸case-08 We run a B2B SaaS tool with 500 paying customers at $49/month ($24.5k MRR). We are considering pivoting to an enterprise-only model at $2,000/month, which would cause us to churn 90% of our current self-serve user base, leaving us with 10 converted enterprise accounts ($20k MRR initially). We have 12 months of runway. I am leaning toward the pivot to increase average revenue per user. Evaluate this using an optimist, pessimist, quantitative analyst, ethicist, and future self. Highlight the biggest conflict, formulate a single tie-breaker question, and deliver a chair verdict specifying the tradeoff. | fail→fail | 21,144 | 21,248 | +0% | 1 | 1 | 0% | 3,384 | 3,502 | +3% | 0 | 0 | — |
▸case-09 I own a successful coffee shop generating $80k annual profit. I must decide whether to open a second location in a neighboring suburban town requiring a $150k small business loan at 8% interest, or keep a single store and invest profits into passive index funds. I lean toward expanding because I want to build a regional brand. Evaluate this through an optimist, pessimist, math analyst, ethicist, and future-you. Identify the crux of the debate, ask one tie-breaker question, and issue a final chair verdict naming the tradeoff. | pass→pass | 25,284 | 23,872 | -6% | 1 | 1 | 0% | 3,314 | 3,636 | +10% | 0 | 0 | — |
▸case-10 I am a medical student deciding between choosing a competitive Surgical Oncology residency (5 years, $65k stipend, 80-hour work weeks, high future income) or Family Medicine (3 years, $65k stipend, 45-hour work weeks, moderate income). I value patient relationships and work-life balance, but I am drawn to high-stakes surgery. I lean toward surgery. Run this decision through an optimist, pessimist, numbers analyst, ethicist, and future self. Surface the main disagreement, formulate a single tie-breaker question, and state a final chair verdict naming the explicit tradeoff. | pass→fail | 29,267 | 23,094 | -21% | 1 | 1 | 0% | 3,476 | 3,139 | -10% | 0 | 0 | — |
▸case-11 My family of four is deciding whether to spend $120,000 in savings to renovate our existing 1,500 sq ft home (adding a bedroom and updating plumbing) or sell it and buy a larger $600,000 home with a new $350,000 mortgage at 7% interest. Our current mortgage interest rate is 3.2%. I lean toward renovating to keep our low 3.2% rate. Convene an optimist, pessimist, numbers evaluator, ethicist, and future-you. Detail the biggest clash point, supply a tie-breaker question, and state the chair's verdict with the accepted tradeoff. | pass→pass | 24,920 | 23,003 | -8% | 1 | 1 | 0% | 3,080 | 3,478 | +13% | 0 | 0 | — |
▸case-12 I am a 28-year-old marketing director ($130k salary) considering taking an unpaid 12-month adult gap year to travel and write a novel. I have $60k in savings ($30k budgeted for travel, $30k emergency fund). I worry about re-entry into the job market and losing career momentum, but I feel burned out. Evaluate this choice using an optimist, pessimist, numbers analyst, ethicist, and future self. Highlight the sharpest clash, state one tie-breaker question, and provide a definitive recommendation naming the accepted tradeoff. | fail→pass | 27,707 | 21,814 | -21% | 1 | 1 | 0% | 3,564 | 3,314 | -7% | 0 | 0 | — |
▸case-13 Our 50-person logistics company must decide whether to build a custom internal ERP system for $250,000 upfront + $30,000/year maintenance, or subscribe to an existing SaaS ERP at $6,000/month ($72,000/year). We have $500,000 in capital reserves. I lean toward custom software because our workflows are unique. Evaluate this decision with an optimist, pessimist, numbers analyst, ethicist, and future-you. Identify the primary clash, state a single tie-breaker question, and issue a clear chair verdict naming the tradeoff. | pass→pass | 23,623 | 18,119 | -23% | 1 | 1 | 0% | 2,985 | 3,009 | +1% | 0 | 0 | — |
▸case-14 I am 55 years old with $1.8M in retirement savings and no debt. I am considering retiring now with an annual draw of $72,000 (4% rule), or working 5 more years to reach $2.5M and draw $100,000/year. My current job causes high stress. I lean toward retiring now to enjoy good health. Convene an optimist, pessimist, numbers analyst, ethicist, and future-you. Detail the biggest clash, ask one tie-breaker question, and deliver a chair verdict with the explicit tradeoff. | pass→pass | 22,263 | 20,653 | -7% | 1 | 1 | 0% | 2,858 | 3,285 | +15% | 0 | 0 | — |
▸case-15 I am negotiating an executive offer at a Series B tech company. I must choose between Option A ($280k base salary + 0.2% equity) and Option B ($220k base salary + 0.8% equity). The company was recently valued at $100M. I lean toward Option B because I believe in the company's growth. Evaluate this using an optimist, pessimist, quantitative analyst, ethicist, and future self. Identify the crux, provide a single tie-breaker question, and give a chair verdict naming the tradeoff. | pass→fail | 31,709 | 22,931 | -28% | 1 | 1 | 0% | 4,309 | 3,772 | -12% | 0 | 0 | — |
▸case-16 I am a 6th-year senior associate at a major law firm ($380k salary, 2,200 billable hours/year). I am deciding whether to stay on the partnership track (2 more years of intense hours for a potential $1M+ partner draw) or leave to become in-house corporate counsel ($250k salary, 40 hours/week). I lean toward leaving for better quality of life. Evaluate this using an optimist, pessimist, numbers analyst, ethicist, and future self. Pinpoint the clash, provide a tie-breaker question, and issue a chair verdict stating the tradeoff. | pass→fail | 28,804 | 22,134 | -23% | 1 | 1 | 0% | 3,590 | 3,446 | -4% | 0 | 0 | — |
▸case-17 Our consumer hardware company is deciding whether to spend $500,000 on automated tooling to manufacture locally or continue outsourcing to an overseas factory at $12 per unit (annual volume 30,000 units). Local manufacturing drops variable unit cost to $4 per unit. I lean toward local manufacturing for quality control. Run this choice through an optimist, pessimist, quantitative analyst, ethicist, and future self. Highlight the crux, ask one tie-breaker question, and deliver a chair verdict naming the tradeoff. | pass→pass | 23,083 | 17,621 | -24% | 1 | 1 | 0% | 2,836 | 2,847 | +0% | 0 | 0 | — |
▸case-18 I maintain a popular open-source developer tool with 20,000 GitHub stars. I am deciding whether to re-license the project under an AGPL/SSPL dual license to sell commercial licenses to enterprise users, or keep it MIT licensed and rely on GitHub Sponsors ($1,500/month). Commercial licensing could yield $15k/month but risks community backlash. I lean toward dual licensing. Evaluate this via an optimist, pessimist, numbers analyst, ethicist, and future-you. Detail the clash, state one tie-breaker question, and issue a chair verdict naming the tradeoff. | pass→pass | 25,774 | 25,329 | -2% | 1 | 1 | 0% | 3,671 | 3,445 | -6% | 0 | 0 | — |
▸case-19 I am an orthopedic surgeon deciding whether to join a hospital system as a salaried employee ($550k salary, no operational overhead) or purchase a retiring doctor's private practice for $400k (potential $800k revenue, high overhead and administrative management). I value autonomy but dislike administrative burden. I lean toward hospital employment. Convene an optimist, pessimist, numbers evaluator, ethicist, and future self. Identify the biggest clash, state a single tie-breaker question, and give a chair verdict with the tradeoff. | pass→pass | 24,946 | 19,761 | -21% | 1 | 1 | 0% | 2,760 | 2,913 | +6% | 0 | 0 | — |
▸case-20 A 18-year-old student is choosing between attending a top-tier private university ($80,000/year tuition, $160,000 total debt after scholarships) or a state university ($15,000/year tuition, zero debt). Major is Computer Science. Student leans toward the state university to avoid debt burden. Run this choice through an optimist, pessimist, numbers evaluator, ethicist, and future-you. Highlight the main conflict, ask a tie-breaker question, and render a chair verdict naming the tradeoff. | pass→pass | 18,712 | 25,626 | +37% | 1 | 1 | 0% | 2,622 | 3,511 | +34% | 0 | 0 | — |
▸case-21 Our medical device startup discovered a competitor infringing on our core patent. We can either launch a $300,000 patent lawsuit with a 60% chance of winning $2M in damages/injunction, or offer a non-exclusive license for $50,000/year. We have $600,000 total cash. I lean toward litigation to protect our market moat. Evaluate this decision using an optimist, pessimist, quantitative analyst, ethicist, and future self. Pinpoint the biggest clash, provide one tie-breaker question, and state a chair verdict with the accepted tradeoff. | pass→pass | 25,348 | 19,131 | -25% | 1 | 1 | 0% | 3,167 | 2,947 | -7% | 0 | 0 | — |
▸case-22 We have two term sheets for our seed round: Term Sheet A offers $1M at a $10M valuation from a high-profile VC who wants a board seat and aggressive growth targets. Term Sheet B offers $1M at an $8M valuation from an operator-angel who offers hands-on help and no board seat requirement. I lean toward Term Sheet B. Convene an optimist, pessimist, numbers analyst, ethicist, and future-you. Detail the clash point, ask a single tie-breaker question, and issue a chair verdict with the tradeoff. | pass→fail | 21,326 | 20,039 | -6% | 1 | 1 | 0% | 2,445 | 3,047 | +25% | 0 | 0 | — |
▸case-23 Our 20-year-old family-owned HVAC business ($3M annual revenue) is deciding whether to spend $75,000 to rebrand our company with a modern digital identity and name, or keep our traditional brand. Our customer base is aging, but brand recognition is high among current clients. I lean toward rebranding to capture younger homeowners. Evaluate this using an optimist, pessimist, quantitative analyst, ethicist, and future self. Identify the core crux, state a single tie-breaker question, and deliver a chair verdict naming the tradeoff. | pass→pass | 26,683 | 22,823 | -14% | 1 | 1 | 0% | 3,173 | 3,449 | +9% | 0 | 0 | — |