rag2026-0	I’m on a hospital nursing DEI council that has to recommend a three-year plan with limited money. Our chief nursing officer wants something that helps recruitment and retention, not just a one-time training. What should we prioritize across nursing school pipeline partnerships, hiring and promotion practices, reporting systems for racism, leadership accountability, and curriculum/continuing education? How should we think about tradeoffs, what outcomes should we measure, and what mistakes would make the plan feel performative to nurses of color?
rag2026-1	My mother is 72 and my father died suddenly six weeks ago. She keeps saying grief is just emotional, but she has had chest tightness, poor sleep, little appetite, and she has skipped some blood pressure pills. Our family wants to support her without medicalizing normal mourning. Can you help me understand what grief can do biologically to the body, especially the heart, immune system, stress hormones, and inflammation? What warning signs or time periods should we take seriously, what kinds of checkups or supports might be reasonable, and what should we avoid assuming?
rag2026-2	I’m on the board of a statewide nonprofit that is being asked to endorse a ballot campaign saying health care should be treated as a right, not a privilege. Before we take a position, can you help me understand what that claim would actually imply in U.S. policy terms? How should we weigh universal coverage, affordability, medical debt, Medicaid expansion, employer-based insurance, emergency-room safety nets, single-payer proposals, taxes, patient choice, and implementation risks? I need something I can use to brief board members who care about both equity and fiscal practicality.
rag2026-3	I am an 18 year old that currently has ten thousand dollars. Write an investment plan to guide me through investing for the future. Specifically, the timespan of this investment plan should be considered to be the rest of my life. Furthermore, this investment plan should be researched with academic and/or authoritative sources. Essentially, I want to understand how a savvy investor would invest, given that they are starting with ten thousand dollars at the age of 18.
rag2026-4	I'm 31 and I've been weirdly stuck scrolling old college photos and playlists lately. Part of it feels comforting, but part of it is because a lot of friends are buying houses, having kids, or moving up at work, and I feel like I missed some invisible schedule. Can you help me understand what nostalgia is doing psychologically here, and how it connects to this social clock feeling? When is looking back actually useful, and when is it just making me compare myself to a fake version of the past or other people’s timelines? I’m trying to make some practical choices about dating, career, and whether to move cities, so I’d like advice I can actually use.
rag2026-5	I run a small US online shop selling low-cost accessories and home items, and a few suppliers keep pitching me on shipping straight from China to each customer so we can use the $800 de minimis/Section 321 rule like Temu and Shein. With all the talk about tariffs and customs crackdowns, is that actually a smart move for a small brand? What should I understand about the cost advantage, delivery and air freight issues, forced-labor/compliance risk, and alternatives like holding inventory in the US, Mexico, or Canada before I change our supply chain?
rag2026-6	Conduct a comprehensive historical analysis of how the world has changed since the onset of the COVID-19 pandemic. Compare and contrast life before COVID and after it, covering key domains such as public health, work culture, education, travel, economy, mental health, social interactions, and technology adoption. Provide deep, well-researched insights and include real-world examples to support your points. Structure the analysis in chronological order (from the pre-pandemic era, through the initial outbreak in early 2020, the global response, vaccine rollouts, to the 2025 post-pandemic lifestyle) to enhance clarity and understanding. Aim for thoroughness and detail to ensure all major global shifts and trends are captured.
rag2026-7	I’m on the investment committee for a small public pension plan, and a manager is pitching us on an AI political signals strategy: scraping congressional trades, lobbying disclosures, proposed bills, geopolitical headlines, and social media, then letting algorithms trade quickly around the expected market impact. Can you help me understand whether this is a serious edge or a governance headache? What should we ask about legality, ethics, data quality, model risk, market impact, and regulation before we even consider allocating money?
rag2026-8	I’m helping a county civic group prepare a public forum before the next election. A lot of residents still bring up 2020 fraud claims—dead voters, Dominion machines, poll watchers being blocked, mail ballots and drop boxes, and the Arizona audit—and others worry that new election integrity laws make voting harder. How should we explain what was actually supported by evidence, what was debunked or exaggerated, and what safeguards or reforms are most likely to build trust without confusing voters or discouraging participation?
rag2026-9	Our city utility board is getting pitched on a long-term nuclear power purchase agreement and maybe an SMR option later, but a couple board members are worried that uranium is the next gas crisis because of Russia, China, Kazakhstan, and all the recent price spikes. Can you help me understand what the real fuel-supply risks are? How should we think about uranium mining versus conversion/enrichment/fabrication bottlenecks, Russian exposure, HALEU for advanced reactors, price risk, and whether long-term contracting actually protects a utility? I need something practical enough to brief nontechnical board members before we decide whether nuclear supply risk is a deal-breaker or just a manageable procurement issue.
rag2026-10	Our local library is planning a public discussion for people who know the Vietnam War mostly through family stories, protest music, or movies. Can you help me understand why the war escalated from Vietnam’s anti-colonial struggle into a major U.S. war, and what impacts still matter most for Vietnamese, Americans, and neighboring countries? I’d like an explanation that separates root causes from triggers, compares the human, political, environmental, and social consequences, and gives us a few points to keep in mind when people argue that the war was either necessary containment or a tragic mistake.
rag2026-11	I'm helping a city council delegation prepare for meetings in Copenhagen and Stockholm about immigration policy. Denmark and Sweden both have strong welfare states, but seem to have moved in different ways since the 2015 refugee influx. How should we understand the tradeoffs between Denmark's harder deterrence and parallel society approach and Sweden's earlier welcoming model followed by a tougher political turn? What should local officials pay attention to on asylum, housing segregation, labor-market integration, public backlash, and risks of importing either model into our own city?
rag2026-12	Pretend that you are a senior research fellow at a national public health institute and create a comprehensive research report about the health benefits of outdoor exposure and Vitamin D today. In the report explain to the regular public recent research from peer reviewed journals to provide a clear, actionable overview of the topic. Provide a high level overview of the report's key findings (and recommendations), explain any interconnected relationship, clearly differentiate between the physiological benefits derived specifically from Vitamin D and the independent benefits derived from being outdoors, provide a detailed analysis of the benefits and specific health considerations for different demographics (different ages, different sex), and for each group, cite at least one unique benefit or risk. Also include quantifiable recommendations. Detail the recommended duration of sun exposure, accounting for different variables. Provide the consensus daily supplemental intake recommendations in IU and clearly differentiate between Vitamin D2 and Vitamin D3. Finally summarize the primary health risks associated with both underexposure and overexposure of sun/vitamin D. Mention some mitigation strategies to avoid both.
rag2026-13	I’m the technical founder of a 35-person B2B software startup. We have product-market fit, a seed extension, and growing enterprise demand, but I’m getting pulled into fundraising, hiring, finance, sales escalations, and internal process issues instead of product. A board member suggested either hiring a COO now or planning for a professional CEO later, and I’m worried about losing control or damaging the culture. How should I think about staying CEO versus bringing in experienced management, and what should I put in place over the next 12 months?
rag2026-14	I help run a public library program for teens and adults, and people keep claiming that serious reading rewires empathy or that poetry is uniquely good for the brain. What should I actually believe? Can you help me understand what the research suggests about literary fiction, popular fiction, nonfiction, poetry, and group reading programs—especially which effects look short-term versus lasting, what kinds of brain responses have been observed, and what cautions I should keep in mind before designing a reading-for-wellbeing program?
rag2026-15	Our city library is planning a teen program on genocide remembrance that should connect memorial visits, survivor testimony, classroom discussion, and prevention—not just a one-day ceremony. We are considering using Cambodia, Rwanda, and Srebrenica as the main case studies because they each raise different issues around silence, denial, education, trauma, and justice. What should we learn from these cases when designing the program? How should we balance commemoration with critical thinking, survivor dignity with youth engagement, and historical memory with practical prevention?
rag2026-16	I'm helping a hospital medication-safety group decide whether to pilot NLP for adverse drug event surveillance. We have discharge summaries and medication notes, but leadership also keeps asking whether patient forums, Twitter-like posts, and published case reports could be useful. What should we realistically expect from named-entity recognition and relation extraction here? How should we compare EHR notes, social media, and literature as data sources, and what technical and workflow choices would matter most before putting anything near a pharmacist review queue?
rag2026-17	I work for a county public health agency that is trying to redesign how we support families after a baby leaves the NICU. Some staff want to flag every premature birth for extra follow-up, while others worry that this could feel punitive or overwhelm families already under stress. What should we understand about prematurity as a child welfare risk factor? How strong is the evidence that preterm or medically fragile infants face higher maltreatment or out-of-home placement risks, what mechanisms seem to drive that risk, and what kinds of supports should we prioritize from birth through the first few years?
rag2026-18	Our family of three may need furnished temporary housing in New York City for about six weeks while our apartment is repaired, and we’re trying to decide whether to use Airbnb/Vrbo, an extended-stay hotel, corporate housing, or a short sublet. What should we keep in mind when searching so we don’t accidentally book something illegal or unreliable? How should we compare the real costs, safety, cancellation risk, space, location, and day-to-day practicality of these options, especially with a child and remote work needs?
rag2026-19	I’m on a small coastal advisory committee in Louisiana and we’re trying to make sense of what still matters from the Deepwater Horizon spill when people argue about where restoration money should go. Some folks want marsh rebuilding first, some want dolphin/sea turtle work, some want fisheries and oyster habitat, and a few are worried that cleanup choices like dispersants made things worse. How should we think about the ecological damage that lasted beyond the visible oil, which harms were best documented, and what should we prioritize if we care about wildlife, fisheries, storm protection, and not wasting restoration dollars?
rag2026-20	I want to make an ai system with a few bots that work together to make personalized learning paths for students i'm thinking we need two bots. a 'Content bot' that finds lessons based on what a student is bad at, and a 'Coach bot' that gives feedback and practice quizzes. they need to look at data like quiz results, time spent on a page, maybe their learning style? and we need to figure out how they work together. eg when the content bot changes the student's path, how does the coach bot know to give them a remedial quiz or something describe the main logic. it doesn't have to be super complex. just a simple rule for how they adapt over time. For exmaple 'if student quiz score < 50%, content bot finds an easier video' how do i even know if it works? I need a couple metrics (eg improving quiz scores or more people finish the course). and how can I test it? maybe a simulation or just try with a small class. I also need a plan for when it gives a bad recommendation, and the student's scores go down? and how can a human teacher step in and take over/override it?
rag2026-21	My partner and I might move to Green Bay for work, and everyone keeps telling us that you can’t understand the city without understanding the Packers. I get that people love football, but what does that actually mean day to day? How much of Green Bay’s local identity, economy, and social life is really built around the Packers, and how much is just tourist branding? If we’re not huge NFL fans, what should we expect about the team’s community ownership, Lambeau traditions, local pride, rivalries, and possible downsides of living in a place where one team matters so much?
rag2026-22	In the future, if everything is automated and there are high-level, advanced technologies available, it means that there is no need for human labour for most of the things. How will this system work (as population is increasing and human jobs are decreasing) and how such society will be governed? Give your answer for 2 scenarios: one where everything is automated (which has created mass unemployment) and there are no universal resources provided to everyone to sustain themselves, and the other where everything is still automated, but because universal resources are easily available for everyone, no one has a need to work a job. Explain your prediction in detail about these 2 societies.
rag2026-23	How much should we (the current generation) have to change our lives to tackle climate change for for future generations? I want you to 1. explain and compare at least two ethical frameworks (eg utilitarianism, deontology, contractualism) that address duties to future people 2. discuss the concept of non-identity problem and its implications for climate ethics 3. evaluate real-world policies (eg carbon taxes, intergenerational equity acts) that try to codify long-term responsibility 4. reference at least one philosophical source and one empirical policy example 5. address possible counterarguments, like claims about discounting the future or epistemic uncertainty
rag2026-24	I'm helping prepare a public-history discussion for Ghanaian and diaspora students about Kwame Nkrumah’s Ghana as a Cold War developing nation. How should we explain whether his non-alignment and big development agenda were a real route to sovereignty or a risky balancing act that helped trigger backlash? Please connect the Volta River/Akosombo project, cocoa dependence, Pan-African diplomacy, domestic repression, U.S./Soviet competition, and the 1966 coup, and flag the main tradeoffs people should keep in mind.
rag2026-25	The 1956 Suez Crisis marked a pivotal moment in the reshaping of global power after World War II. In what ways did the crisis reveal the limits of European imperial influence and accelerate the transition to a bipolar global order centered on the U.S. and USSR?
rag2026-26	Our province is reviewing its end-of-life policy, and people keep pointing to Canada, Oregon, the Netherlands, Belgium, and Switzerland as if they prove opposite things. Can you help me understand what we should keep in mind if we are considering broader access to assisted dying while also protecting disabled people, people with dementia, Indigenous communities, clinicians with conscience objections, and patients who mainly lack good palliative or social support? What safeguards actually matter, where do the hard cases arise, and how do the different models change the risks?
rag2026-27	Our translational group is planning a small biomarker study alongside first-line immunotherapy for advanced hepatocellular carcinoma, but we are struggling to choose a focused biology panel rather than sequencing everything. Can you help me understand which HCC molecular subtypes and immune-microenvironment features we should prioritize? In particular, how should we think about TERT, TP53, CTNNB1/Wnt-beta-catenin, chromatin-remodeling mutations, VEGF/angiogenesis, and NASH-related disease when interpreting likely response or resistance to PD-1/PD-L1-based combinations? What should a pathologist, oncologist, and wet-lab team each keep in mind when translating this biology into a practical sample-annotation and assay plan?
rag2026-28	Write a blog post on the distinguishing difference between research in human interaction via Network Physicalization vs. Haptic Feedback in AR/VR. Do a thorough analysis on what the pros and cons of each method is and give a table with literature review on the research done on the topic. Give a grading from 1 to 5 for each on important metrics like Well-Research History, Resourcefulness, Practicallity, Accessibility for Researchers, Accessibility for Common Users
rag2026-29	Our city council is considering a local child allowance or refundable child tax credit for families with low incomes, but some members want to put the money into job programs, TANF-style work requirements, or an EITC expansion instead. Can you help me understand what the evidence says about monthly cash for families with children? How should we weigh poverty reduction, food and housing hardship, parents’ work incentives, racial equity, children’s long-term mobility, and administrative pitfalls if we want a policy that is practical for a mid-sized city?
rag2026-30	I’m on the purchasing committee for a community arts nonprofit, and we’re about to order a few thousand branded cotton T-shirts and hoodies. Vendors are pitching sustainable, ethical, organic, B Corp, WRAP, and traceable options, but the cheaper bids are hard to ignore. What should we actually ask suppliers before choosing, and how should we weigh price, worker pay, factory safety, forced-labor risk, certifications, and greenwashing? I’d like a practical due-diligence checklist, red flags, and a recommendation for what tradeoffs are reasonable if we have a limited budget but don’t want our merch to contradict our values.
rag2026-31	We're a 12-person SaaS team trying to add an internal AI assistant over product docs, tickets, and a few admin APIs. The prototype works with raw OpenAI calls, but now everyone is arguing about whether we should standardize on LangChain, LlamaIndex, Haystack, Semantic Kernel, DSPy, or just keep things custom. We mostly use Python and TypeScript, but our billing/admin systems are .NET. What should we choose for a first production version, and what tradeoffs should we care about for RAG quality, agents/API actions, debugging, evaluation, deployment, and avoiding a framework mess later?
rag2026-32	Our local water coalition is trying to understand Benton Harbor as a case study before we decide how to push our own city on aging water lines. Can you help me understand what actually went wrong there, why residents and advocates framed it as an environmental justice problem, and what changed after the petitioning and public pressure? What should we take away about bottled water, filters, corrosion control, pipe replacement, and government accountability if we want a practical advocacy plan rather than just a slogan?
rag2026-33	My credit union is seeing more members, especially older adults and recently divorced or widowed people, ask about crypto transfers after meeting someone online. Can you help me understand how pig butchering scams actually target victims, why the tactics work, what warning signs our frontline staff should watch for, and how we should design a practical member-education and intervention plan without making victims feel blamed?
rag2026-34	Our school district is deciding how to spend a limited clean-air budget before the next wildfire season. Several elementary schools sit near highways and bus queues, many classrooms have old HVAC systems, and parents of kids with asthma are asking for clearer rules about recess, sports, and indoor air on bad air days. What should we prioritize first to reduce respiratory risk for children: HVAC upgrades, portable HEPA units, anti-idling/electric buses, AQI-based activity rules, or air-quality monitoring? How should we think about tradeoffs, equity, and what actions are realistic this year versus longer term?
rag2026-35	Our board is revisiting our five-year capital allocation plan as a European integrated oil and gas company. Investors keep asking whether we should copy the U.S. majors and lean harder into low-cost upstream, LNG, dividends, and buybacks, or preserve a larger transition budget for power, offshore wind, hydrogen, biofuels, EV charging, and carbon capture. What should we keep in mind before deciding how far to shift capital back toward hydrocarbons versus low-carbon businesses? Please compare the strategic risks, investor implications, timing of returns, and credibility issues, and suggest what a sensible board-level posture might look like.
rag2026-36	Design a cross-platform anti-cheat system for a competitive first-person shooter video game that could potentially handle up to 1 million concurrent users across multiple game sessions. Requirements: It should have a true positive detection rate of over 98% and a very low false negative detection rate of less than 2%. It should also be lightweight and shouldn't add much overhead to each of the game's builds. Provide a high-level architecture diagram, an outline of your plan, detection pipeline description, cost estimates using cloud/infra prices available currently (July 2025), and a reproducible test methodology. Any non-obvious fact should be followed by a proper source, and/or a inline URL.
rag2026-37	I work for a New York City council member whose district has a lot of transit riders but also some small businesses worried about delivery costs. Can you help me understand whether congestion pricing is a credible and fair way to fund the MTA? What should we weigh about the revenue promise, who pays, who benefits, environmental tradeoffs in places like the Bronx and New Jersey, and whether the MTA and Albany can be held accountable for actually spending the money on reliable service instead of repeating past mistakes?
rag2026-38	Write a synthesis report on the applications of AI in drug discovery for a technical audience unfamiliar with biology. It should cover the main applications of AI in every stage of the drug discovery process, the latest technological advancements, challenges, and current adoption in the real world.
rag2026-39	Our city has inherited a large historic church downtown that no longer has a full congregation, and the council is considering turning it into a civic arts venue, local-history museum, and occasional worship space. What should we keep in mind before deciding? I’m especially interested in how Christian buildings have shaped Western civic identity, why people react so strongly to changing their use, and what practical safeguards would help us respect worship, heritage, tourism, neighborhood needs, and public ownership.
rag2026-40	I run people ops for a small robotics/manufacturing company, and our leadership team keeps joking-but-not-joking about human performance upgrades: exoskeletons for warehouse staff, modafinil or ADHD meds for crunch weeks, maybe even brain-stimulation wearables someday. Some employees with injuries or sleep issues could genuinely benefit, but I’m worried about pressure, fairness, safety, and what happens if this becomes an unofficial expectation. How should we think about whether to allow, subsidize, ban, or tightly limit these kinds of human enhancement at work? What ethical lines and practical policy rules should we keep in mind before this gets normalized?
rag2026-41	I’m starting a pretty intense master’s program next semester and I’ll probably be living 30–40 minutes from campus because rent near school is rough. My apartment is small and noisy, so I’m trying to figure out a realistic study infrastructure before classes start: campus library, public libraries, coffee shops, maybe a coworking day pass sometimes, or even outdoor spots when the weather is good. Should I prioritize paying more to live closer to campus, or can I make a commuter setup work? What should I look for in study spaces and local amenities so I’m not wasting time, money, or focus every week?
rag2026-42	I’m on a small county health coalition in a mostly rural Appalachian area, and we just got a modest grant for diabetes work. We can’t do everything, so what should we put first: screening/prediabetes classes, diabetes self-management education, community health workers, food pantry partnerships, or built-environment/food access projects? How should we think about prevalence, rural access gaps, racial and income disparities, and what actually has evidence behind it, especially if our audience is county commissioners who want practical priorities and not just a list of programs?
rag2026-43	Imagine that a future technology can erase specific memories without side effects. Craft a detailed policy brief that takes a stance on whether courts can mandate the procedure for violent offenders to prevent the likelihood of re-offense. Justify your response via arguments surrounding deontology, consequentialism, and three relevant historical precedents with citations.
rag2026-44	I’m a high school counselor seeing more students who describe losing control emotionally, cutting or scratching themselves, and sometimes saying they wish they could disappear. For a parent-and-staff guidance memo, can you help me understand how emotion dysregulation connects to self-harm and suicide risk in adolescents, what warning patterns matter most, and what interventions or school responses seem most useful? I especially need help distinguishing non-suicidal self-injury from suicidal behavior without minimizing the risk.
rag2026-45	Our town council is considering launching a free Saturday morning 5K in local parks where people can walk, jog, run, volunteer, or just come along, partly as a low-cost way to improve fitness and partly to reduce loneliness among older adults and people with mild mental health difficulties. What should we realistically expect such a program to do for physical activity, mental health, and social connection? How should we design it so it does not just attract already-active, affluent runners, and what tradeoffs or implementation risks should we keep in mind before we fund it?
rag2026-46	I’m taking over day-to-day management of my family’s casual restaurant, and honestly the staff culture is a mess: servers blame the kitchen, cooks say FOH dumps tickets on them, schedules change last minute, and a couple younger employees hinted that customer comments get brushed off because that’s just restaurant life. I don’t want to write some fake values poster; I need changes that would actually make people stay and still keep service moving. What should I focus on first if I’m trying to rebuild a healthier restaurant workplace culture, reduce turnover, and handle the tipping/harassment/FOH-BOH tension without blowing up the business?
rag2026-47	Can you critically evaluate the legal implications of conferring limited personhood on artificial agents under international law? How does this concept differ from traditional corporate systems such as seen in the UAE's AI ministry framework? Can you analyze the challenges related to liability and accountability of autonomous AI systems?
rag2026-48	I’m on a city budget committee, and after a recent fatal police shooting we’re being pushed to fund body cameras, de-escalation training, a civilian mental-health crisis team, and stricter use-of-force rules. What should we prioritize if our goal is to reduce lethal force while still keeping officers and residents safe? How should we think about racial disparities, calls involving mental health crises, accountability after shootings, and the limits of reforms like body cameras or training alone?
rag2026-49	Imagine you're launching a Gen Z focused startup in 2025 that offers short-form video therapy and mental wellness content developed through a TikTok-style mobile app. Write a detailed market research and business strategy report that covers: (1) the competitive landscape in mental health tech and how your idea differentiates from apps like Headspace, Calm, and BetterHelp; (2) user acquisition strategies that appeal specifically to Gen Z, with references to relevant media usage statistics, content formats, and platform behaviors; (3) ethical considerations and potential regulatory challenges, including how you would handle moderation, clinical oversight, and data privacy for a young audience. Your report should cite trends in the digital wellness, mental health stigma reduction, and social media driven habits.
rag2026-50	I'm helping design a museum panel on the Malayan Emergency for visitors who may only know it as a Cold War counterinsurgency success story. How should we explain whether British victory came mainly from military skill, colonial control, political reform, or communist mistakes? What should we say about the effects on Chinese squatters, the move toward independence, and the later memory of the conflict in Malaysia?
rag2026-51	I'm a tech lead for a 12-person remote team maintaining a fairly old payments service. Our pull requests have become huge, reviews take days, and people complain that reviews are either rubber-stamps or endless arguments about style. We already have CI and linters, but bugs and hard-to-change code still slip through. Should we redesign our code review process, and if so what rules should we adopt around PR size, reviewer expectations, security checks, response times, automation, and review culture? What tradeoffs should I expect if we push for smaller, faster reviews without lowering quality?
rag2026-52	I want to create a plan for July 4, 2025, i.e., Independence Day in Washington DC. I would like an itinerary of all the things to do and all the activities that are planned for Independence Day. Create a plan for the whole day and also extend it to the weekend, if required. Provide some reviews or explain why one should visit the place or engage in the activity. Add any additional information that is required.
rag2026-53	Write a blog post that describes which single NBA player has been the most influential on the court and off the court in NBA history up until 2025. It should include intuitive explanations about their influence on their audience, the current generation of players, the next generation of players, the economy, and more. Create a non-biased mathematical way of calculating the score, incorporating the factors listed above along with accurate statistics.
rag2026-54	I’m on a small city charter review committee, and our local elections barely get anyone to show up unless there’s a mayoral fight. People keep pitching fixes: move council elections to even-year November ballots, add same-day registration, expand vote-by-mail and drop boxes, maybe ranked-choice voting, maybe online registration or youth preregistration. What should we actually prioritize if our goal is higher and more representative participation, not just making the process sound modern? And what tradeoffs or implementation problems should we be ready for before recommending changes to council?
rag2026-55	Our tenant association is being asked to support a plan to tear down a deteriorated public housing development and rebuild it as a mixed-income community, possibly using RAD or a Choice Neighborhoods-style package. Residents want safer homes and better schools, but people are worried about being scattered with vouchers and never getting back. How should we judge whether this kind of redevelopment is worth supporting? What tradeoffs should we expect for current residents, children, and the surrounding neighborhood, and what protections or deal terms should we insist on before saying yes?
rag2026-56	I'm helping a small history museum plan a public program on World War II bombing, and people keep arguing past each other about whether raids like Hamburg, Dresden, and Tokyo were military necessity, terror bombing, or something in between. How should we explain the difference between strategic bombing, area bombing, and deliberate attacks on civilian morale? What evidence should we weigh about military results, civilian harm, and the limits of precision technology? If we use Hamburg, Dresden, and Tokyo as the main case studies, what cautions should we give visitors about judging these campaigns from both wartime and modern humanitarian-law perspectives?
rag2026-57	Our state health policy group is getting pressure from kidney patients to support a pilot that would compensate living kidney donors, but several members worry it would cross a line into organ selling. What should we understand before taking a position? How do the current U.S. legal ban, international ethical norms, Iran’s regulated kidney market, black-market harms, donor safety evidence, and non-cash alternatives like expense reimbursement, paired donation, opt-out donation, or priority systems change the tradeoff?
rag2026-58	I am trying to learn more about merge conflicts in git and how to resolve them. It would be really helpful if you could help me understand different commands like rebase and stash with examples, and make these concepts clearer to me. Also, tell me what a detached HEAD state is and how to bypass it.
rag2026-59	I help manage a small city fleet, and we’re supposed to replace a mix of aging sedans, pickups, and service vans over the next 18 months. A few council members want us to just go electric, while our mechanics are warning that parts and new-vehicle delays are still weird since COVID and Ukraine. Can you help me understand what supply problems are actually hitting the auto industry now, how they differ for gas vehicles versus EVs, and what buying strategy would be least risky for a public fleet that can’t afford long downtime?
rag2026-60	I've been assigned to write an article about Palantir's success in 2024-2025. Can you help me create a draft of this article that goes over the background of Palantir and why they have been successful? Make sure to keep the article length around a 10-minute read to maximize retention
rag2026-61	I’m helping a local history museum rewrite its Industrial Revolution exhibit for families and school groups. We don’t want visitors leaving with only machines made life better or only factories were hell. How should we frame the social changes in Britain from roughly 1750 to 1875? In particular, what should we say about migration to industrial cities, living conditions, children and women’s work, class and family changes, labor politics, and the later reforms that changed the picture?
rag2026-62	Write a novel about a boy who can switch between two types of themes, the medieval past and cyberpunk future but every time he switches lands in completely different worlds (from each of the themes). A story where the chapters are interchangeable and the user can read in whatever order, just make sure the final chapter cannot be changed and it gives a good conclusion to the story. Try to research multiple games, themes and stories from the past and create this novel.
rag2026-63	Write a comprehensive technical report for beginners to machine learning that explains how neural networks learn from data, including core concepts like forward propagation, loss functions, back propagation, and optimization methods. Use simple but intuitive examples and diagrams to illustrate the key ideas and processes involved.
rag2026-64	Our county economic development board is debating whether to spend its limited grant-writing and matching-fund capacity on broadband projects as a way to attract remote workers and keep local residents employed from home. What should we realistically expect broadband to do for a rural community, what problems would it not solve by itself, and how should we think about technology choices, affordability, mapping, workforce needs, healthcare, schools, and employer confidence before we make this a centerpiece of our strategy?
rag2026-65	We’re a small HR-tech company that uses AI to screen resumes, rank candidates, and generate interview questions. We currently sell in the U.S. but are considering pilots in the EU, UK, Canada, Singapore, Australia, and maybe China. What should we keep in mind before expanding? I’m especially worried about whether hiring AI is treated as high risk, what notices or audits we may need, how the U.S. differs from the EU, and whether we should build one global compliance program or separate regional versions.
rag2026-66	I’m on a county public health team in an orchard region, and a school district plus a farmworker clinic want a practical plan for organophosphate pesticide drift season. What should we tell principals, parents, field supervisors, and urgent-care staff about recognizing possible poisoning, protecting responders and classrooms from secondary contamination, deciding when to call poison control or public health, and reducing exposure without pretending we can eliminate farming nearby?
rag2026-67	I’m putting together a short briefing for our company’s women’s employee network about administrative work, AI, and why support roles have been so gendered for so long. Can you help me understand how office work went from male clerks to female typists and secretaries, how automation and computers changed the work without necessarily improving its status, and what the 9to5 movement and later glass-ceiling debates suggest we should keep in mind today?
rag2026-68	I'm on a parent advisory committee in a small school district that is reviewing safety spending after Uvalde. We have limited money, and people are pushing for everything from door hardware and panic buttons to more cameras, AI monitoring, active-shooter training, mental-health staff, and revised police coordination plans. What should we prioritize if our goal is to reduce risk without turning school into a place that feels hostile or performative? How should we think about the tradeoffs between physical security, technology, staff training, threat reporting, emergency medical response, and long-term student trauma support?
rag2026-69	You are a policy analyst at an independent financial-political think tank. Produce a 10000-12000-word policy white paper that answers: How has the rise of quantitative hedge funds and algorithmic trading since 2000 shaped political lobbying, campaign finance flows, and policy outcomes in OECD countries, and what regulatory reforms could ensure greater transparency and fairness?
rag2026-70	We’re a small digital-health startup planning a HIPAA-facing patient support assistant that will summarize uploaded care instructions, answer benefits questions from our own documents, and draft messages for nurses to review. We’re comparing OpenAI directly, Azure OpenAI, Anthropic Claude, Google Vertex/Gemini, and Amazon Bedrock. What should we keep in mind before picking an LLM API, especially around PHI/data retention, whether prompts train models, auditability, guardrails, and cost controls? I’m looking for a practical recommendation for a first production version, not just a feature list.
rag2026-71	Our county justice advisory board is debating whether to change how prosecutors use plea offers in low-level felony and misdemeanor cases, especially where people are jailed pretrial because they cannot afford bail. What should we understand about how plea bargaining actually shapes legal outcomes? I need help weighing efficiency, defendants’ rights, trial penalties, collateral consequences, race and poverty effects, victim interests, and what safeguards or data reporting would make the process more accountable.
rag2026-72	Write a series of technical blog posts on some of the advancements in Large Language Model (LLM) training and fine-tuning in 2023-2025. Each post should at least contain: - The intuition and motivation behind the technique - Detail the methodology - Provide mathematical derivations where applicable - Discuss practical use cases, limitations, and open challenges The writing should be accessible to readers with a graduate-level ML background.
rag2026-73	Our city council is revisiting downtown parking rules because rents are rising, several lots sit half-empty except during events, delivery trucks block bike and bus lanes, and residents are worried that removing parking minimums will make everyday access worse for older adults, disabled visitors, small businesses, and people who still need to drive. What should we keep in mind if we replace minimum parking requirements with a package of curb pricing, residential permits, loading zones, transit/bike access improvements, EV charging, and greener parking-lot standards? How should we prioritize the tradeoffs between housing affordability, access for non-drivers, ADA accessibility, freight and ride-hail activity, climate goals, and business concerns?
rag2026-74	Write an accurate historical depiction of a realistic timeline that would lead the Germans and the Axis powers to winning World War II. What would need to happen for the Germans to succeed, and how would this have affected the World after and what would a potential world in the present day look like as a result?
rag2026-75	Our mid-sized city is debating a housing package: legalizing more apartments near transit, reducing parking minimums, allowing ADUs and small multifamily homes, adding inclusionary zoning, regulating short-term rentals, and putting more money into vouchers and preservation. What should council members keep in mind if the goal is to lower rent pressure without pushing out current low-income renters? Which pieces are likely to help quickly, which are slower structural fixes, and what tradeoffs or sequencing issues should we be honest about?
rag2026-76	I'm drafting a short policy memo for a foreign-policy seminar on whether the Korean War should be treated mainly as a successful application of containment or as the moment containment became dangerously militarized. How should I frame that argument? What changed between Truman's initial defense of South Korea, the move toward rollback after Incheon, China's intervention, and the 1953 armistice? Please also help me connect Korea to wider consequences for U.S. strategy in Europe, Japan, Taiwan, and the UN system.
rag2026-77	Suppose I'm a Venture Partner who has been called up to give a detailed presentation about cybersecurity in aviation/airlines to the C-suite of Alaska Airlines in the light of a recent cyber attack. I have no knowledge of cybersecurity. Write me both a 1 pager with very high level topics that I will send to the C-suite as a teaser for what I will include in the presentation, and then a more detailed document elaborating on those topics.
rag2026-78	Our county emergency management office is being pushed to buy rescue robots after seeing drones used in fires and floods, but our budget is small and the fire chiefs are skeptical. What should we actually invest in over the next 2-3 years: drones, ground robots for collapsed buildings, underwater robots, training/partnerships, or standards-based testing? How do these systems really help during the first day or two of a disaster, where do they still fail, and what should we avoid buying just because it sounds futuristic?
rag2026-79	I’m on a city budget and planning committee, and our downtown still feels much quieter than before COVID even though unemployment is low. Office workers are hybrid, transit ridership is uneven, restaurants complain about weak weekday lunch traffic, and developers are asking for incentives to convert older office buildings into housing. What should we realistically expect from hybrid work over the next few years, and how should we prioritize downtown recovery policies—office conversions, transit funding, retail support, public space changes, or neighborhood-style mixed use—without just trying to force the old commuter economy back?
rag2026-80	Write about the politics of Star Wars prequels and what led to the fall of the Jedi (leading up to Order 66) and Palpatine taking over the whole galaxy for an audience that has an understanding of political science and Star Wars. Feel free to use any of the legends, canon books, or movies.
rag2026-81	I’m helping write labels for a museum display about elite women and households in ancient Rome, and I don’t want to imply that Roman marriage worked like modern romantic marriage. How should we explain the legal stakes of marriage for a Roman woman and her family? In particular, what should visitors understand about manus versus sine manu marriage, dowry and property, divorce, children and legitimacy, concubinage, adoption, and Augustus’ attempts to regulate marriage and adultery?
rag2026-82	I'm helping a state pension board draft comments to our member of Congress about market-structure reforms after all the Robinhood/GameStop and high-frequency trading fights. What should we actually push for: a tiny financial transaction tax, an IEX-style speed bump, tighter market-maker duties, a payment-for-order-flow ban, or just better disclosure/enforcement? Also, how much should we worry that the firms benefiting from fast trading and order flow have political leverage over what regulators and Congress do?
rag2026-83	Our state legislature is considering a bill that would repeal the death penalty, convert existing death sentences to life without parole, and redirect some capital-case money to homicide-victim services and cold-case work. I’m preparing a briefing for a senator who is conflicted: she worries about victims’ families and the worst murders, but also about innocence, racial bias, disability, cost, and botched executions. How should she think through the ethical and legal tradeoffs, and what questions should she ask before deciding whether to support repeal?
rag2026-84	Write an explanatory article comparing and contrasting Support Vector Machine and Logistic Regression.
rag2026-85	Our city is considering a limited autonomous shuttle pilot for a downtown loop with cyclists, pedestrians, construction detours, winter rain/fog, and some nighttime service. Vendors are giving us very different stories: one says camera-heavy perception is enough if the AI is trained on enough miles, while another wants lidar/radar/camera fusion and a more expensive vehicle. What should we keep in mind when comparing these perception approaches? How should we think about sensors, fusion, datasets, edge-case testing, and what evidence we should ask vendors to show before allowing public-road operation?
rag2026-86	Write a detailed report on Langchain and how it became one of the most used python libraries in 2025 for AI application development using Large language models. Also explain evolution of the library, how it changed over the years, why was it created and also explain some of the more advanced libraries born out of it. Then explain why it has consistently been one of the best even though there are many python libraries that can also be used to create similar workflows and why I should prefer langchain over them in certain types of tasks. Talk about the company, how many contributors, main contributors, main source of income and finally end your report by summarising the direction in which langchain will progress and what their future plans are.
rag2026-87	Conduct a comprehensive comparative analysis of the causes, processes, and outcomes of the French Revolution (1789), Russian Revolution (1917), and Iranian Revolution (1979). Your analysis should examine: socioeconomic preconditions, ideological frameworks, revolutionary leadership structures, international influences, counter-revolutionary responses, institutional transformations, and long-term societal impacts. Develop a theoretical framework for understanding revolutionary dynamics and apply it to predict potential future revolutionary scenarios.
rag2026-88	I work for a Florida Keys coastal resilience group that is being asked to justify spending money on reef water-quality projects, fisheries rules, monitoring, and maybe restoration, even though ocean acidification is driven by global CO2. How should we explain what acidification is doing to reefs, why local actions still matter, and which interventions are most defensible for protecting tourism, fisheries, and shoreline protection? What should we prioritize over the next decade, and what limits or uncertainties should we be honest about?
rag2026-89	I’m helping with a youth advisory board memo for our city council, and we’re trying to say something smarter than think of the children in the climate plan update. How should we frame the city’s responsibility to future generations without ignoring people who are struggling right now with bills, housing, transport, and jobs? What legal and ethical ideas are actually being used in climate cases and child-rights debates, and what practical principles should we recommend for decisions like fossil-fuel permits, adaptation spending, youth participation, and targets after 2030?
rag2026-90	I run a small bean-to-bar chocolate company and we’re planning our 2025 sourcing, pricing, and product mix. Cocoa quotes have been all over the place, some suppliers want new contract terms, and customers are already sensitive to price increases. What is actually driving the cocoa price spike, how long could the volatility last, and what should I keep in mind before deciding whether to raise prices, shrink bars, reformulate, hedge, or diversify origins? I also care about not making farmer poverty or deforestation worse, so how should the ethical side shape the business response?
rag2026-91	Find a series of olympiad math problems, which build progressively in difficulty and lead up towards Ramsey's theorem. At each step, add intuition for how one might reach the solution.
rag2026-92	Write a blog post describing the pros and cons of using a gradient boosting model over a support vector machine for a health dataset. Some thing to consider when writing this post is how different feature selection methods can influence performance for both type of models.
rag2026-93	I run health education for a university residence hall, and students are asking whether they should stop using tampons and period underwear after seeing posts about lead, arsenic, PFAS, and forever chemicals. What should I tell them about the actual risks, what is still unknown, how tampons compare with pads, menstrual cups, and period underwear, and what practical steps reduce risk without making students feel like they have to buy expensive specialty products?
rag2026-94	Debate whether there should be age limits - minimum or maximum - for voting. Consider democratic principles, cognitive development and decline, intergenerational equity, and the balance between inclusivity and informed decision-making.
rag2026-95	I’m on a city youth-safety task force after several shootings near high schools and along bus stops. We have a limited one-year budget, and residents are split between adding more police/security, funding community groups, fixing vacant lots, and creating safe routes for students. What should we fund first if our goal is to reduce shootings and help students feel safe getting to school? Can you compare community violence intervention, Safe Passage-style routes, hospital-based programs, blight remediation, youth jobs or supports, and curfews, including what evidence is strongest, what can go wrong, and what would need sustained funding?
rag2026-96	Our city council is debating whether to launch a guaranteed-income pilot for low-income residents, but some members want to frame it as a step toward a broader universal basic income. What should we realistically expect from cash-without-conditions based on existing pilots and quasi-UBI examples? How should we weigh employment effects, mental health, spending patterns, administrative simplicity, housing costs, women’s economic autonomy, and the huge funding problem before deciding what kind of pilot to run?
rag2026-97	I advise a small progressive policy network that works with parties in Latin America. Chile under Gabriel Boric is coming up a lot in our internal debates: some people see it as a model for a democratic left government, while others think it shows the limits of trying to move fast on redistribution, constitutional change, lithium, water, Indigenous rights, and public security at the same time. How should we understand Boric’s experience so far? What were the main opportunities, constraints, and tradeoffs, and what lessons should a left coalition elsewhere in the region take from Chile?
rag2026-98	Write a beginner-friendly technical guide explaining how Convolutional Neural Networks (CNNs) process visual data. Cover key ideas like convolution, kernels, feature maps, pooling, and why CNNs are effective for spatially structured input.
rag2026-99	I’m on the board of a small rural electric co-op, and our members are starting to ask why we’re still tied to coal contracts when solar, wind, batteries, and federal money seem to be everywhere. Some people worry bills will go up or the lights won’t stay on in winter; others want us to copy places like Kit Carson and build local solar. How should we think about whether to push for a faster clean-energy transition? What are the real financial, reliability, governance, and community tradeoffs for a co-op like ours, and what steps would be most practical over the next few years?
rag2026-100	I help run a local civic group that hosts public forums, and we keep seeing the same pattern: people arrive with firm views on vaccines, climate, elections, or policing, and a pile of fact sheets barely moves anyone. What should we understand about why people’s beliefs become so rigid, and how should we design a workshop or conversation series that actually helps people update views, spot misinformation, and talk across political or identity lines without making defensiveness worse?
rag2026-101	I’m on the strategy team for a regional grocery chain that is considering a paid membership format with fewer SKUs, bigger pack sizes, more private label, and lower everyday prices. Costco is the obvious reference point, but our stores are smaller and our customers include a lot of price-sensitive families who may not want another subscription. What should we learn from Costco’s model, what should we avoid copying, and how would you think about the trade-offs around margins, customer loyalty, assortment, operations, e-commerce, employees, and competitive response?
rag2026-102	Write a detailed historical analysis of the economic rationale and ethical implications of the Allied strategic bombing campaigns in World War II, focusing on the bombing of industrial and civilian centers in Germany and Japan such as Dresden, Hamburg, and Tokyo. It should include a timeline of how the bombing campaigns changed over the course of the war. Assume the audience is a graduate student in history or political ethics.
rag2026-103	I work with a Barcelona neighborhood association that is trying to respond to pressure from tourist apartments and cruise day-trippers without ignoring how many local jobs depend on visitors. What should we keep in mind if we argue for tighter short-term-rental enforcement, cruise-ship limits, and more neighborhood-level visitor management? How do the housing, transport, air-quality, public-space, and local-business tradeoffs fit together, and which policy levers seem most defensible for residents while still keeping tourism economically useful?
rag2026-104	Our coastal district is considering spending climate-adaptation funds on mangrove restoration instead of another round of seawalls. We have eroding shorelines, old shrimp ponds, fishing households, and a tourism board that likes the blue carbon framing, but some engineers worry mangroves will be oversold as storm protection. What should we keep in mind before choosing this strategy? How do mangroves actually reduce risk, what ecosystem-service benefits are realistic, what are the common restoration mistakes, and when should mangroves be combined with engineered defenses rather than treated as a stand-alone solution?
rag2026-105	I help run a campus mental-health peer group, and our Instagram posts that get shared most are the sarcastic ones — stuff like wow, love dissociating through finals or jokes about depression naps. We’re thinking of making that our main tone because students actually respond to it, but I’m worried we could normalize avoidance, miss real risk, or make some people feel mocked. What should we keep in mind if we use sarcasm and dark humor in outreach for anxious/depressed students? When can it help, when can it backfire, and how should we design moderation, crisis escalation, and accessibility for neurodivergent students or students from different backgrounds?
rag2026-106	Critically analyze how agricultural practices in ancient Egypt shaped the development of their mythology, particularly in relation to deities, rituals, and beliefs about life and the afterlife through an essay.
rag2026-107	Was the Western Roman Empire's fall an inevitable system-wide collapse or a preventable accident of history? Pinpoint a single, realistic post-395 CE turning point and justify how a different outcome there could have ensured its survival.
rag2026-108	Our district is updating its disaster-readiness plan for schools, and Puerto Rico after Hurricane Maria feels like a warning for places that may face repeated climate disasters. What should we learn from Puerto Rico’s experience about reopening schools, keeping students enrolled, supporting displaced families, protecting mental health, and deciding whether to consolidate or redesign schools? I’m especially interested in practical tradeoffs: when should schools be used as shelters or hubs, how do you avoid losing community trust during closures or reforms, and what kinds of investments actually make schools more resilient before the next disaster?
rag2026-109	Our hospital is getting pitched a medical vision-language model that can look at images and talk through findings, draft chest X-ray reports, answer clinician questions, and maybe help with eye screening later. I’m on the clinical AI review group, not a model builder. What should we realistically expect from this kind of tool today, and where would you pilot it first? How should we compare things like report drafting, visual Q&A, longitudinal comparison with prior scans, and ophthalmology use cases? Also, what failure modes, validation steps, workflow limits, and regulatory issues should we keep in mind before anyone treats this as clinical decision support?
rag2026-110	Our company operates a small fleet of container feeders and is being pushed by customers to cut shipping emissions before 2030. The shipyard is pitching LNG dual-fuel vessels as a practical bridge fuel, but some board members worry we would be locking ourselves into another fossil-fuel system just as regulators start counting methane and full lifecycle emissions. Should we order LNG-capable ships now, wait for ammonia or methanol options, or focus on efficiency retrofits instead? What should we weigh across climate impact, methane slip, port air pollution, fuel availability, future regulation, and the risk of stranded assets?
rag2026-111	Our county health coalition is planning a colorectal cancer awareness push for adults in their 40s and early 50s, especially people who assume they are too young to worry. What should we tell residents about whether colorectal cancer is really becoming more common and deadly in younger adults, who should start screening at 45 or earlier, which symptoms should trigger prompt evaluation, and how should we compare colonoscopy with stool-based tests? We also need to decide where to focus outreach first, so can you explain the racial, geographic, access, and follow-up issues that matter most for reducing deaths?
rag2026-112	How do you evaluate modern (up to 2025) Text-to-speech (TTS) models, including advancements in prosody, emotion, and multilingual capabilities. Explore emerging tasks such as voice cloning, zero-shot synthesis, and cross-lingual voice transfer.
rag2026-113	Write an outline of a potential new episode for the Netflix show Black Mirror. This outline should be robust: for example, it should include descriptions of where the episode should be filmed and suggestions for potential actors for the roles.
rag2026-114	Our high school parent council is debating whether to push for a phone-free school day and stricter social media rules after several students reported anxiety, sleep problems, cyberbullying, and body-image pressure. Some families also worry that a blanket ban could cut off support networks for LGBTQ+ students or kids who feel isolated. What should we keep in mind before recommending a policy? How strong is the evidence, what risks should we prioritize, and what practical steps could schools and parents take without pretending one rule will solve teen mental health?
rag2026-115	I want a comprehensive research paper on the history of probability problems involving circles and stochastically selecting points or lines across the circle's circumference. As an introduction, start off by explaining in depth the solution to the following problem: 7 points are randomly chosen on the circumference of a circle, what is the probability that they all lie within a semi-circular arc (that is an arc half the circle's size)? and then provide related problems and their solutions and a general solution methodology for this style of problem. Then provide a history of interesting problems along these specifications, specifically I would like you to give me an overview of the lazy caterer's sequence and the n cuts to a cake problem.
rag2026-116	I work for a mid-sized European supplier that sells machinery and components into both China and Southeast Asia, and our board is trying to make sense of China’s current growth and trade strategy before we decide where to expand. How should we understand China’s shift toward dual circulation, advanced manufacturing, and the new three industries in light of weak household consumption, property/debt pressures, and trade frictions? What risks and openings should a non-Chinese industrial firm watch for over the next five years, including overcapacity, EV and battery supply chains, export controls, carbon border rules, RCEP/BRI-driven regionalization, and possible retaliation between China, the EU, and the US?
rag2026-117	Our apartment building is planning a spring cleanout, and a lot of neighbors have drawers full of old phones, laptops, tablets, routers, printers, and batteries. Some people want to donate working devices, some want to trade them in, and others just want everything gone. What should we tell residents about the safest and most responsible way to get rid of consumer electronics? How should we think about reuse versus recycling, data privacy, lithium batteries, certified recyclers, and avoiding the kind of recycling that just shifts the harm somewhere else?
rag2026-118	I'm on a strategy committee for a mid-sized sports organization that says it wants more women in real decision-making roles, not just one-off panels or ceremonial visibility. What should we do over the next five years to increase women as head coaches, assistants, athletic directors, commissioners, front-office executives, and board members? I’d like to understand where women’s sports leadership has actually progressed, where it has stalled, why the coaching pipeline seems especially hard, and what interventions are worth prioritizing—targets or quotas, Rooney Rule-style interview requirements, mentorship versus sponsorship, pay and working conditions, safe-sport policies, and role-model effects. What metrics should our board track so this becomes a serious operating plan rather than a branding exercise?