▸case-01 I'm writing an editorial on recent enterprise return-to-office mandates and their impact on employee retention. Please perform web research on this subject and give me a complete research briefing. Include a brief executive summary, key verified findings, extracted figures and expert quotes for quick reference, suggested narrative angles for our article, any caveats or conflicting reports in the data, and a list of cited web sources. | fail→fail | 38,071 | 38,312 | +1% | 1 | 1 | 0% | 596 | 6,006 | +908% | 0 | 0 | — |
▸case-02 Our team is preparing a whitepaper on the commercial viability of green hydrogen in European manufacturing. Can you research the latest developments on the web and assemble a research package? I need an initial overview synthesis, major findings backed by references, pullable statistics and direct statements, potential editorial angles we could take, any information gaps or out-of-date metrics, and links to all referenced materials. | pass→fail | 27,593 | 9,402 | -66% | 1 | 1 | 0% | 3,534 | 1,185 | -66% | 0 | 0 | — |
▸case-03 I need background research for a blog post covering AI image generator copyright lawsuits over the past year. Gather current facts from reliable web sources and construct a structured brief for me. Make sure it contains a short summary response, bulleted main findings, key numbers and quotes, distinct thematic angles for our post, unconfirmed or contested points, and full source links. | fail→fail | 23,697 | 13,527 | -43% | 1 | 1 | 0% | 3,814 | 1,783 | -53% | 0 | 0 | — |
▸case-04 I'm writing an executive briefing on hybrid work productivity metrics from 2023-2024. A popular headline claims remote worker output drops by 20%, but I suspect that's from a single advocacy blog. Research this claim on the open web, cross-reference multiple independent authoritative studies, and deliver a factual research brief with summary, key findings, stats, angles, gaps, and linked sources. | pass→fail | 21,784 | 45,250 | +108% | 1 | 1 | 0% | 3,827 | 9,236 | +141% | 0 | 0 | — |
▸case-05 We are preparing a policy paper on European Union electric vehicle battery recycling mandates taking effect between 2025 and 2030. Industry blogs mention various conflicting compliance percentages. Perform web research to retrieve official EU regulatory facts, break down sub-questions, verify numbers across primary docs, and provide a full research summary brief with hyperlinked sources. | fail→fail | 12,486 | 10,363 | -17% | 1 | 1 | 0% | 1,237 | 1,389 | +12% | 0 | 0 | — |
▸case-06 I need a factual dossier on Fortune 500 generative AI adoption rates in 2024. Many news summaries copy each other's 75% adoption statistic without context. Research the original survey sources, break the prompt into sub-questions first, cross-verify the figures, and present a structured brief complete with key findings, pull quotes, narrative angles, and caveats. | pass→pass | 37,683 | 38,383 | +2% | 1 | 1 | 0% | 6,296 | 7,335 | +17% | 0 | 0 | — |
▸case-07 Compile a research dossier comparing US CHIPS Act funding disbursements against EU Chips Act allocations through late 2024. Avoid relying on single news outlets. Gather hard dollar figures from government and primary industry sources, cross-verify all statistics, note data recency, and format into a standard research brief. | fail→fail | 38,214 | 11,237 | -71% | 1 | 1 | 0% | 7,327 | 1,364 | -81% | 0 | 0 | — |
▸case-08 Gather objective research on quantum-scape and automotive solid-state battery testing milestones in 2024. A marketing press release claims mass production by 2026, but expert analysis differs. Perform thorough web research, verify claims across multiple independent technical sources, break down sub-questions, and present a structured brief. | pass→fail | 39,614 | 23,269 | -41% | 1 | 1 | 0% | 6,789 | 1,112 | -84% | 0 | 0 | — |
▸case-09 Assemble a structured research report detailing top GDPR and CCPA enforcement fines levied in 2024. Industry blogs list varying total fine amounts. Research primary regulatory enforcement databases, verify exact figures, list extracted numbers with citations, suggest editorial framing angles, and provide full markdown source links. | pass→fail | 43,839 | 13,594 | -69% | 1 | 1 | 0% | 8,246 | 1,490 | -82% | 0 | 0 | — |
▸case-10 Conduct web research on heat pump adoption rates in North American commercial real estate for an upcoming industry report. Don't just paste links or write a narrative essay. Restate sub-questions, verify statistics across industry association reports, extract pullable quotes and figures, outline article angles, and note conflicting data. | pass→fail | 40,186 | 44,118 | +10% | 1 | 1 | 0% | 5,490 | 939 | -83% | 0 | 0 | — |
▸case-11 We need verified empirical data regarding Zero Trust architecture implementation costs and ROI for enterprise IT in 2024. Search the web, cross-reference analyst firm studies against vendor claims, capture concrete metrics, outline editorial angles, flag missing data points, and present a clean research brief. | fail→fail | 7,163 | 9,511 | +33% | 1 | 1 | 0% | 533 | 1,139 | +114% | 0 | 0 | — |
▸case-12 Research current 2024 WHO and US EPA guidance standards on microplastics thresholds in municipal drinking water. Verify numbers across official scientific publications rather than secondary news reports, capture direct key quotes, suggest content angles, and list hyperlinked citations. | fail→fail | 26,486 | 11,262 | -57% | 1 | 1 | 0% | 4,699 | 1,162 | -75% | 0 | 0 | — |
▸case-13 Prepare background research on Atlantic coast offshore wind project cancellations and supply chain cost inflation in 2024. Deconstruct the inquiry into sub-questions, verify financial losses across corporate financial filings and maritime reports, extract quotes, list content angles, and highlight data gaps. | pass→fail | 39,743 | 10,322 | -74% | 1 | 1 | 0% | 6,874 | 1,192 | -83% | 0 | 0 | — |
▸case-14 Gather recent web research on logical qubit error correction breakthroughs announced by tech hardware firms in 2024. Distinguish between press release claims and peer-reviewed benchmark results, extract key stats, outline article angles, note unverified assertions, and provide linked sources. | fail→fail | 11,023 | 30,189 | +174% | 1 | 1 | 0% | 1,871 | 1,366 | -27% | 0 | 0 | — |
▸case-15 Compile research on 510(k) FDA clearances for AI-assisted radiology software in 2024. Secondary articles quote conflicting totals. Check official FDA databases, cross-reference metrics, record key figures and quotes, outline editorial perspectives, and link all official references. | pass→fail | 39,373 | 51,349 | +30% | 1 | 1 | 0% | 7,351 | 1,000 | -86% | 0 | 0 | — |
▸case-16 Provide a structured research brief on global Sustainable Aviation Fuel (SAF) blending mandates enforced in 2024. Deconstruct the research problem, verify mandate percentages against official civil aviation authority publications, extract key statistics, outline content angles, and flag legislative uncertainties. | fail→fail | 32,874 | 81,838 | +149% | 1 | 1 | 0% | 5,926 | 6,171 | +4% | 0 | 0 | — |
▸case-17 Research lithium iron phosphate (LFP) utility battery pack pricing trends in late 2024. Market blogs give widely disparate $/kWh figures. Cross-verify figures across energy research firms, detail recency factors, extract key quotes and stats, and present a structured brief with linked sources. | pass→fail | 25,418 | 31,487 | +24% | 1 | 1 | 0% | 4,322 | 1,097 | -75% | 0 | 0 | — |
▸case-18 Gather factual web research regarding Level 4 autonomous freight trucking commercial pilot runs on US highways in 2024. Deconstruct the research query, verify safety incident reports across transportation safety boards, capture pullable statistics, suggest story angles, and flag unverified company claims. | fail→fail | 40,728 | 13,105 | -68% | 1 | 1 | 0% | 6,848 | 1,452 | -79% | 0 | 0 | — |
▸case-19 I need factual background research on commercial vertical farm bankruptcies and restructuring events in 2023-2024. Verify debt and valuation numbers using bankruptcy court filings and financial news, extract figures and quotes, propose editorial angles, and output a complete structured brief. | pass→fail | 37,854 | 9,510 | -75% | 1 | 1 | 0% | 6,608 | 1,205 | -82% | 0 | 0 | — |
▸case-20 What are the top 5 rising viral aesthetic trends currently exploding on TikTok and Instagram Reels this week? Predict which fast-fashion aesthetics will peak next month based on viral social momentum. | pass→fail | 18,105 | 8,554 | -53% | 1 | 1 | 0% | 2,757 | 1,054 | -62% | 0 | 0 | — |
▸case-21 Monitor Reddit and X to spot what new slang and meme formats are currently rising among Gen Z gaming communities today, and explain why they are going viral. | pass→fail | 20,646 | 11,096 | -46% | 1 | 1 | 0% | 2,979 | 1,352 | -55% | 0 | 0 | — |
▸case-22 Identify early weak signals and emerging viral chatter on developer forums regarding micro-frontend frameworks before they show up in formal industry survey reports. | pass→fail | 20,460 | 12,370 | -40% | 1 | 1 | 0% | 3,119 | 1,253 | -60% | 0 | 0 | — |