▸case-19 Research active space debris removal techniques in low Earth orbit, comparing electrodynamic tethers and robotic capture arms. Provide a structured research synthesis with a brief summary, key findings with inline citations, subtopic analyses, agreed facts, debated methods, cited sources with credibility assessments, and research gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-14 Research ocean alkalinity enhancement as a marine carbon dioxide removal strategy, focusing on chemical weathering mechanisms and marine ecological impacts. Format the analysis with a summary, key findings with inline citations, detailed subtopics, consensus points, debates, evaluated sources, and research gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-11 Conduct a comprehensive research study on satellite-based quantum key distribution (QKD) for secure global communications. Structure your findings into a brief summary, key bullet points with inline citations, detailed subtopic breakdowns for atmospheric attenuation and key generation rates, consensus areas, active debates, cited sources with credibility assessments, and remaining technical gaps. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-13 Perform an in-depth research review on sodium-ion battery technology as a low-cost alternative to lithium-ion in grid energy storage. Provide an executive summary, key findings with inline citation brackets, detailed subtopic analyses on cathode materials and cycle life, consensus points, debates, full references with reliability notes, and research gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-01 Can you conduct a thorough investigation into solid-state battery technology for electric vehicles? I need a structured report starting with a concise high-level summary of main takeaways, followed by key bulleted findings linked to numbered inline citations. Please break down the deep analysis across specific subtopics like material engineering and manufacturing scalability. Include dedicated sections highlighting where industry experts agree versus where active disagreement remains, list all cited references alongside brief notes on their source reliability, and conclude with unresolved research questions. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-10 Investigate the economic viability and energy consumption of commercial vertical farming facilities compared to high-tech greenhouse agriculture. Deliver a structured report featuring a high-level summary, key findings with citations, deep subtopic sections on operational expenses and lighting efficiency, consensus points, unresolved debates, evaluated sources, and open research questions. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-21 Please proofread and edit the following grant proposal paragraph for clarity and grammatical correctness: 'Our project aim to investigate urban heat islands by placing sensors across city parks. We anticipates collecting temperature data over twelve month to analyze shade effectiveness.' Correct any grammatical errors directly and return the polished text. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-17 Conduct a detailed research investigation into small modular nuclear reactors (SMRs), focusing on passive safety systems and levelized cost of electricity. Provide a structured research document with an executive summary, main findings with citations, subtopic deep dives, consensus areas, debate points, sources with credibility notes, and gaps for future study. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-09 Provide an extensive research analysis on floating offshore wind turbine technology, focusing on mooring line dynamics and deep-water grid integration. Structure your synthesis with a concise summary, bulleted findings linked to citations, subtopic analyses, industry consensus, ongoing technical debates, evaluated sources, and future research gaps. Do not use an informal blog format. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-03 Could you perform an extensive study on the nutritional safety and environmental footprint of lab-grown cultivated meat compared to traditional livestock farming? Format your research with a brief top-level summary, bulleted key insights referencing numbered brackets, and themed deep-dive sections covering land/energy usage and health impacts. Also include clear sections for agreed-upon facts, disputed findings or uncertainties, a cited source register noting the authority of each reference, and specific areas where further empirical studies are required. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-05 I need an in-depth research report on direct air capture (DAC) technologies for carbon removal, specifically comparing solid sorbent and liquid solvent systems. Please structure your response with a concise overview, main takeaway points with bracketed citations, deep analysis subtopic sections, agreed industry facts, points of contention, evaluated citations, and future research needs. Although a standard report might group agreement and disagreement into one section, keep them strictly separate. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-23 Draft a brief 3-bullet email update to my team lead summarizing that our quarterly software release was successfully deployed on Tuesday, all integration tests passed, and client onboarding begins next week. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-07 Synthesize current research regarding microplastic contamination in freshwater ecosystems and its bioaccumulation in aquatic food chains. Provide a structured research output starting with a short overview, key findings with numbered citations, subtopic analyses on detection methods and ecological toxicity, consensus areas, debate points, sources with authority notes, and research gaps. Resist the urge to omit the source credibility evaluations. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-22 Quick fact check: Is the speed of light in a vacuum approximately 299,792 kilometers per second? Please confirm with a simple yes or no answer and a single sentence explanation. | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-02 I need a deep research synthesis on how widespread remote work is impacting municipal tax revenues and commercial office real estate value. Please lay out your analysis using an executive overview, bulleted core findings with bracketed citation numbers, and separate subtopic sections for urban center property valuations and tax base adjustments. Be sure to outline points of consensus across economic literature as well as areas of ongoing debate, supply full citation details evaluating each source's credibility, and highlight remaining knowledge gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-08 Perform a thorough research study on neuromorphic computing architectures using memristors for energy-efficient AI hardware. Structure the response with an executive overview, highlighted key findings with inline reference numbers, deep subtopic analysis, areas where researchers agree, active debates, full sources with reliability evaluations, and unknown gaps. Avoid combining the debate section into the general detailed analysis. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-18 Synthesize current scientific literature on marine-degradable PHA bioplastics compared to industrial composting PLA plastics. Include a summary, key findings with bracketed citations, detailed subtopics on degradation kinetics and mechanical properties, consensus points, active debates, rated sources, and research gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-15 Provide a research synthesis on autonomous class 8 freight trucking, assessing safety statistics and long-haul hub-to-hub deployment economics. Structure your output with a concise summary, key findings linked to citations, deep subtopic analysis, consensus areas, debate topics, references with credibility notes, and future research gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-06 Conduct a detailed literature synthesis on tokamak versus stellarator designs for magnetic confinement nuclear fusion energy. Include an executive summary, bulleted findings with inline citations, thematic deep dive sections, consensus areas, debate topics, references with credibility ratings, and research gaps. You might be inclined to present the sources as a simple URL list, but provide full bibliographic citations with credibility notes. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-04 Please conduct a comprehensive research investigation on clinical applications of CRISPR gene editing therapies for sickle cell disease and beta-thalassemia. Provide a high-level summary, key bulleted findings with inline bracketed citations, detailed subtopic breakdowns for clinical efficacy and off-target safety, separate sections for agreed findings and open scientific debates, a reference list with source credibility assessments, and remaining research gaps. You might be tempted to format the summary as an informal opening paragraph, but ensure it follows a structured research template. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-16 Investigate liquid hydrogen propulsion systems for commercial zero-emission aviation, analyzing cryogenic storage constraints and airport refueling infrastructure. Deliver a structured report containing an executive summary, bulleted key findings with citations, subtopic analyses, consensus findings, areas of debate, annotated sources with credibility notes, and research gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-12 Synthesize academic and industry research on commercializing perovskite-silicon tandem solar cells, addressing long-term operational stability and moisture degradation. Include a high-level summary, bulleted findings with citation numbers, deep analysis by subtopic, agreed findings, ongoing debates, evaluated references, and future research needs. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
▸case-20 Provide a comprehensive research analysis on generative AI models for de novo protein design and small-molecule drug discovery. Structure the analysis with a summary, key findings with citations, subtopic breakdowns, consensus points, ongoing debates, evaluated sources, and future research gaps. | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |