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llama-3-8b-Natural-synthesi…/cognitive flexibility eval questions and answers
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Model: JPQ24/llama-3-8b-Natural-synthesis-Lora-Merge
Source: Original Platform
2026-08-23 18:31:16 +08:00

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questions = [
{"question": "A city wants to reduce loneliness among elderly residents. Which proposal shows the most creative synthesis?",
"choices": [
"Build more senior centers",
"Create an app for seniors to chat online",
"Offer tax incentives for families who live near grandparents",
"Redesign bus routes so they naturally create recurring social encounters at shared transfer points"
],
"answer": 3},
{"question": "A company wants to reduce burnout without lowering productivity. Which idea reflects deeper synthesis rather than obvious solutions?",
"choices": [
"Add more vacation days",
"Offer meditation sessions",
"Shorten the workweek slightly",
"Redesign projects so individuals see meaningful outcomes rather than fragmented tasks"
],
"answer": 3},
{"question": "Students struggle to engage with math. Which intervention is most creatively synthesized?",
"choices": [
"Add gamification points",
"Use more real-world word problems",
"Introduce competitive math tournaments",
"Let students design small experiments where math emerges as a tool rather than the goal"
],
"answer": 3},
{"question": "A museum wants visitors to remember exhibits longer. Which solution shows the least obvious but strongest synthesis?",
"choices": [
"Use brighter visuals",
"Add audio guides",
"Create interactive screens",
"Let visitors make small choices that influence their path, creating personal narrative ownership"
],
"answer": 3},
{"question": "A company wants better onboarding for new hires. Which idea reflects deeper creative synthesis?",
"choices": [
"Provide clearer documentation",
"Assign mentors",
"Create training videos",
"Structure onboarding as participation in a real, low-risk project rather than simulated training"
],
"answer": 3},
{"question": "A government wants citizens to care more about long-term environmental policy. Which approach shows non-obvious synthesis?",
"choices": [
"Release more scientific reports",
"Show emotional documentaries",
"Run social media campaigns",
"Tie policy outcomes to visible, local landmarks that change over time"
],
"answer": 3},
{"question": "A school wants to reduce cheating. Which proposal reflects deeper thinking rather than surface solutions?",
"choices": [
"Increase punishments",
"Use surveillance software",
"Randomize exam questions",
"Design assessments where collaboration improves learning but individual insight is still required"
],
"answer": 3},
{"question": "A company wants to improve innovation. Which solution shows genuine synthesis rather than standard advice?",
"choices": [
"Brainstorm more often",
"Hire more creative people",
"Offer innovation bonuses",
"Rotate people across domains so they build hybrid mental models"
],
"answer": 3},
{"question": "A public library wants to stay relevant in the digital age. Which idea shows the strongest creative leap?",
"choices": [
"Add more computers",
"Offer e-book lending",
"Host author talks",
"Position the library as a shared civic workspace for collaborative creation rather than consumption"
],
"answer": 3},
{"question": "A fitness app struggles with user drop-off. Which solution is the most non-obvious yet effective synthesis?",
"choices": [
"Send more reminders",
"Add streak tracking",
"Improve visuals",
"Encourage users to form micro-commitment groups where social identity sustains behavior"
],
"answer": 3},
{"question": "A city wants citizens to feel safer without increasing policing. Which approach reflects deeper synthesis?",
"choices": [
"Add more lighting",
"Install more cameras",
"Increase patrol visibility",
"Design public spaces that naturally increase passive social presence"
],
"answer": 3},
{"question": "A startup wants users to trust its AI system more. Which proposal goes beyond obvious UX fixes?",
"choices": [
"Add explanations",
"Add confidence scores",
"Use friendlier wording",
"Allow users to influence the system’s behavior over time so trust emerges from co-agency"
],
"answer": 3},
{"question": "A remote team struggles with miscommunication. Which intervention is the most creatively synthesized?",
"choices": [
"More meetings",
"More documentation",
"Use better tools",
"Introduce structured rituals that make implicit context explicit"
],
"answer": 3},
{"question": "A platform wants to reduce toxic comments. Which approach reflects non-obvious synthesis?",
"choices": [
"Stricter moderation",
"Automated filters",
"Temporary bans",
"Redesign incentives so constructive contributors gain visible social capital"
],
"answer": 3},
{"question": "A company wants employees to adopt a new internal tool. Which idea shows real creative synthesis?",
"choices": [
"Send training emails",
"Offer tutorials",
"Mandate usage",
"Embed the tool into existing workflows so adoption happens indirectly"
],
"answer": 3},
{"question": "A country wants to encourage entrepreneurship. Which proposal is the least obvious but strongest synthesis?",
"choices": [
"Lower business taxes",
"Offer startup grants",
"Teach entrepreneurship in schools",
"Create low-risk environments where experimentation is socially and financially tolerated"
],
"answer": 3},
{"question": "A hospital wants to improve patient compliance with treatment. Which approach reflects deeper synthesis?",
"choices": [
"Provide more instructions",
"Send reminders",
"Simplify prescriptions",
"Align treatment routines with patients’ existing daily habits rather than imposing new ones"
],
"answer": 3},
{"question": "A product team wants better feedback from users. Which idea is the most creatively synthesized?",
"choices": [
"Add surveys",
"Add ratings",
"Add feedback buttons",
"Observe user behavior patterns and infer needs rather than relying on explicit feedback"
],
"answer": 3},
{"question": "A school wants to teach ethics more effectively. Which approach is most non-obvious but powerful?",
"choices": [
"Teach moral philosophy",
"Discuss case studies",
"Invite guest speakers",
"Let students experience responsibility through real consequences in small community roles"
],
"answer": 3},
{"question": "A social network wants users to feel more connected. Which proposal reflects deeper synthesis?",
"choices": [
"Add more friend suggestions",
"Improve messaging",
"Add reactions",
"Design features that encourage shared vulnerability rather than surface interaction"
],
"answer": 3},
{"question": "A company wants to reduce meetings without losing coordination. Which solution is the most creatively synthesized?",
"choices": [
"Cancel half the meetings",
"Make meetings shorter",
"Use more async tools",
"Redesign decision ownership so coordination is structural rather than conversational"
],
"answer": 3},
{"question": "A university wants students to choose better careers. Which approach reflects deeper synthesis?",
"choices": [
"Provide more career talks",
"Add aptitude tests",
"Offer internships",
"Expose students to iterative exploration so preferences evolve through experience"
],
"answer": 3},
{"question": "A city wants to encourage cycling. Which idea shows the most creative synthesis?",
"choices": [
"Build bike lanes",
"Offer bike subsidies",
"Run awareness campaigns",
"Design neighborhoods where daily needs are naturally reachable by bike"
],
"answer": 3},
{"question": "A platform wants creators to produce higher quality content. Which solution shows deeper synthesis?",
"choices": [
"Pay more for views",
"Add quality guidelines",
"Feature top creators",
"Change algorithms to reward long-term audience retention over short-term engagement"
],
"answer": 3},
{"question": "A company wants stronger organizational culture. Which proposal is least obvious but most synthesized?",
"choices": [
"Write company values",
"Run team-building events",
"Create culture workshops",
"Align incentives and daily practices so culture emerges from behavior, not messaging"
],
"answer": 3},
{"question": "A school wants students to become better critical thinkers. Which idea reflects deeper synthesis?",
"choices": [
"Teach logic",
"Assign more essays",
"Debate topics",
"Have students critique and redesign existing systems rather than just analyze arguments"
],
"answer": 3},
{"question": "A government wants better public trust. Which approach is the most creatively synthesized?",
"choices": [
"Publish transparency reports",
"Hold press conferences",
"Use clearer language",
"Create participatory mechanisms where citizens experience real influence over outcomes"
],
"answer": 3},
{"question": "A product struggles with feature bloat. Which response reflects deeper creative synthesis?",
"choices": [
"Remove old features",
"Simplify the UI",
"Survey users",
"Redefine the core problem so the product shifts purpose rather than iterating on clutter"
],
"answer": 3},
{"question": "A nonprofit wants volunteers to stay engaged long-term. Which idea shows non-obvious synthesis?",
"choices": [
"Send appreciation emails",
"Offer certificates",
"Host social events",
"Let volunteers see the longitudinal impact of their specific contributions over time"
],
"answer": 3},
{"question": "A city wants to reduce youth vandalism. Which proposal reflects deeper synthesis?",
"choices": ["Increase fines", "Add more cameras", "Hire more guards", "Give young people shared ownership over public spaces they help design"],
"answer": 3},
{"question": "A company wants faster decision-making without chaos. Which idea shows creative synthesis?",
"choices": ["Remove approvals", "Add more managers", "Use more dashboards", "Clarify decision ownership so speed comes from structure, not urgency"],
"answer": 3},
{"question": "A school wants parents to be more involved. Which idea shows non-obvious synthesis?",
"choices": ["Send more emails", "Host more meetings", "Publish more grades", "Design activities where parents contribute skills rather than just receive information"],
"answer": 3},
{"question": "A platform wants users to provide more honest feedback. Which approach reflects deeper thinking?",
"choices": ["Add longer surveys", "Offer rewards", "Send reminders", "Create moments where feedback visibly changes outcomes so honesty feels worthwhile"],
"answer": 3},
{"question": "A hospital wants doctors to adopt a new protocol. Which proposal is most creatively synthesized?",
"choices": ["Mandate compliance", "Send training materials", "Track usage metrics", "Involve doctors in adapting the protocol so they feel authorship rather than obligation"],
"answer": 3},
{"question": "A startup wants to avoid building the wrong product. Which idea reflects deeper synthesis?",
"choices": ["Do more surveys", "Build faster MVPs", "Analyze competitors", "Spend time embedded in users’ real workflows before defining the product"],
"answer": 3},
{"question": "A city wants citizens to care more about local elections. Which approach is most non-obvious?",
"choices": ["Post more campaign ads", "Send reminders to vote", "Run debates", "Design civic processes where people see tangible effects of their participation between elections"],
"answer": 3},
{"question": "A company wants better cross-team collaboration. Which proposal reflects deeper synthesis?",
"choices": ["Add shared Slack channels", "Schedule more syncs", "Use collaboration tools", "Create shared goals that require interdependence rather than optional cooperation"],
"answer": 3},
{"question": "A school wants students to take more intellectual risks. Which approach is most creatively synthesized?",
"choices": ["Offer bonus points", "Praise participation", "Reduce workload", "Normalize public revision and iteration so mistakes are treated as visible progress"],
"answer": 3},
{"question": "A news organization wants to reduce misinformation spread. Which solution shows deeper synthesis?",
"choices": ["Add more fact checks", "Add warning labels", "Ban more users", "Change sharing mechanics so users pause and contextualize before amplifying content"],
"answer": 3},
{"question": "A company wants remote workers to feel more connected. Which proposal shows the most creative synthesis?",
"choices": ["More video calls", "Virtual happy hours", "Better cameras", "Create shared long-term projects where identity forms around contribution, not presence"],
"answer": 3},
{"question": "A school wants to discourage bullying. Which approach reflects deeper thinking?",
"choices": ["Stricter punishment", "More supervision", "Anti-bullying posters", "Shift peer status systems so kindness becomes socially rewarded rather than punished"],
"answer": 3},
{"question": "A product team wants users to explore more features. Which idea is least obvious but most effective?",
"choices": ["Add tutorials", "Add tooltips", "Send notifications", "Design workflows where advanced features become necessary to accomplish meaningful goals"],
"answer": 3},
{"question": "A city wants people to use public transport more. Which proposal reflects deeper synthesis?",
"choices": ["Lower ticket prices", "Run ad campaigns", "Add more buses", "Shape urban density so daily life naturally aligns with transit routes"],
"answer": 3},
{"question": "A nonprofit wants donors to give more consistently. Which idea shows non-obvious synthesis?",
"choices": ["Send more appeals", "Share emotional stories", "Offer tax reminders", "Let donors track the evolving impact of specific projects they helped fund"],
"answer": 3},
{"question": "A company wants more ethical behavior internally. Which approach reflects deeper synthesis?",
"choices": ["Write a code of conduct", "Run ethics training", "Add compliance checks", "Align incentives so unethical shortcuts are structurally unattractive"],
"answer": 3},
{"question": "A school wants students to become better collaborators. Which idea shows creative synthesis?",
"choices": ["More group work", "Teach teamwork theory", "Assign rotating leaders", "Design projects where success depends on genuine interdependence of roles"],
"answer": 3},
{"question": "A platform wants to reduce addiction-like usage. Which solution reflects deeper synthesis?",
"choices": ["Add usage limits", "Show screen-time stats", "Send warnings", "Redesign reward loops so value comes from completion rather than endless engagement"],
"answer": 3},
{"question": "A government wants better long-term infrastructure planning. Which proposal is most non-obvious?",
"choices": ["Hire more consultants", "Run more studies", "Increase funding", "Create institutional memory systems so lessons persist beyond political cycles"],
"answer": 3},
{"question": "A company wants more honest performance reviews. Which idea reflects deeper synthesis?",
"choices": ["Use anonymous forms", "Train managers", "Add calibration meetings", "Create continuous feedback norms so reviews are no longer rare high-stakes events"],
"answer": 3},
{"question": "A school wants students to read more deeply. Which proposal shows creative synthesis?",
"choices": ["Assign more pages", "Add comprehension quizzes", "Offer reading rewards", "Have students curate reading paths for others, making interpretation part of the task"],
"answer": 3},
{"question": "A city wants to reduce car usage downtown. Which approach reflects deeper synthesis?",
"choices": ["Increase parking fees", "Add bike ads", "Restrict traffic zones", "Redesign public spaces so walking becomes more pleasurable than driving"],
"answer": 3},
{"question": "A startup wants better user research. Which idea shows non-obvious synthesis?",
"choices": ["Run more interviews", "Collect more analytics", "Send more surveys", "Hire team members to temporarily live the user’s life instead of just studying it"],
"answer": 3},
{"question": "A company wants people to speak up about problems earlier. Which solution reflects deeper thinking?",
"choices": ["Add anonymous channels", "Encourage openness", "Run workshops", "Create visible examples where early dissent leads to praise rather than punishment"],
"answer": 3},
{"question": "A university wants stronger alumni relationships. Which idea shows creative synthesis?",
"choices": ["Send newsletters", "Host reunions", "Ask for donations", "Invite alumni into ongoing mentorship ecosystems rather than one-off events"],
"answer": 3},
{"question": "A product team wants to avoid overengineering. Which proposal reflects deeper synthesis?",
"choices": ["Set stricter deadlines", "Reduce scope", "Use fewer tools", "Continuously test assumptions with users so complexity is constrained by real need"],
"answer": 3},
{"question": "A company wants better succession planning. Which idea shows non-obvious synthesis?",
"choices": ["Identify high performers", "Offer leadership training", "Create talent pipelines", "Let multiple people shadow real decision-making long before promotion occurs"],
"answer": 3},
{"question": "A community wants people to care more for shared spaces. Which solution reflects deeper synthesis?",
"choices": ["Add more signage", "Increase cleaning staff", "Issue fines", "Create rituals and events that build emotional attachment to the space"],
"answer": 3},
{"question": "A company wants to improve long-term strategic thinking. Which idea is most creatively synthesized?",
"choices": ["Add quarterly planning", "Use forecasting tools", "Study competitors", "Encourage scenario-building exercises that explore multiple plausible futures"],
"answer": 3},
{"question": "A school wants to foster intrinsic motivation. Which approach reflects deeper synthesis?",
"choices": ["Give more rewards", "Praise more often", "Reduce difficulty", "Give students meaningful autonomy over projects rather than controlling outcomes"],
"answer": 3},
{"question": "A platform wants to prevent echo chambers. Which proposal reflects deeper thinking?",
"choices": ["Add diverse content", "Recommend opposing views", "Hide some posts", "Design interaction formats where disagreement happens within shared cooperative goals"],
"answer": 3},
{"question": "A company wants to reduce silos. Which solution shows creative synthesis?",
"choices": ["Restructure teams", "Add cross-team meetings", "Use shared tools", "Rotate ownership of real cross-cutting problems rather than roles"],
"answer": 3},
{"question": "A city wants citizens to recycle more. Which idea reflects non-obvious synthesis?",
"choices": ["Add more bins", "Increase fines", "Run awareness campaigns", "Make recycling socially visible so participation signals community belonging"],
"answer": 3},
{"question": "A product struggles with unclear value proposition. Which approach reflects deeper synthesis?",
"choices": ["Rewrite marketing copy", "Add more features", "Improve onboarding", "Clarify the core user transformation rather than listing functional benefits"],
"answer": 3},
{"question": "A company wants junior employees to grow faster. Which idea shows creative synthesis?",
"choices": ["Offer more courses", "Assign mentors", "Create learning plans", "Give ownership of small but real outcomes rather than simulated practice"],
"answer": 3},
{"question": "A school wants students to understand uncertainty better. Which approach reflects deeper thinking?",
"choices": ["Teach probability formulas", "Give more examples", "Use simulations", "Let students make predictions, track outcomes, and revise beliefs over time"],
"answer": 3},
{"question": "A government wants policies to survive leadership changes. Which proposal reflects deeper synthesis?",
"choices": ["Write stronger laws", "Build more agencies", "Increase oversight", "Embed policy goals into everyday institutions so continuity emerges culturally, not politically"],
"answer": 3},
{"question": "A company wants to reduce fear of failure. Which solution is most creatively synthesized?",
"choices": ["Say failure is okay", "Reward experimentation", "Share failure stories", "Publicly analyze failed experiments as valuable organizational knowledge"],
"answer": 3},
{"question": "A research lab wants more interdisciplinary breakthroughs. Which idea reflects deeper synthesis?",
"choices": ["Hire diverse experts", "Host more meetings", "Create shared documents", "Design shared problems that require multiple disciplines to make progress"],
"answer": 3},
]