def big_idea_sections(): return { "landscape": { "section": "landscape", "display_name": "Industry Landscape", "description": "Identify all key companies, startups, incumbents, research labs, and OSS projects in this industry. For each, note their product focus, funding stage (if public), and positioning.", "facets": ["companies", "founding_dates", "funding", "product_focus", "geographies"], "example_queries": [ "\"\" companies landscape 2025", "\"\" ecosystem map filetype:ppt", "\"\" startups funding OR acquisitions" ] }, "product_categories": { "section": "product_categories", "display_name": "Product Categories", "description": "Classify what kinds of products exist in this industry. Group them into categories by workflow (e.g., generation, editing, distribution, monetization). Highlight what problems each solves.", "facets": ["use_cases", "workflows", "customer_segments", "problem_solved"], "example_queries": [ "\"\" categories generation editing distribution", "\"\" workflow automation case study" ] }, "tech_stack": { "section": "tech_stack", "display_name": "Technology Stack", "description": "Describe the common technologies powering this industry: models, datasets, frameworks, infra. Look for technical benchmarks, latency issues, compute requirements, training methods.", "facets": ["model_types", "architectures", "datasets", "benchmarks", "infra", "latency"], "example_queries": [ "\"\" transformer diffusion benchmark", "site:arxiv.org dataset", "\"\" real-time latency" ] }, "research_frontier": { "section": "research_frontier", "display_name": "Research Frontier", "description": "Survey the academic and industrial research frontier. What new papers, prototypes, benchmarks, and gaps are being explored? Contrast commercial products vs research-only prototypes.", "facets": ["recent_papers", "benchmarks", "open_problems", "academic_vs_commercial_gap"], "example_queries": [ "site:arxiv.org 2024", "\"\" unsolved problems research gaps" ] }, "market_signals": { "section": "market_signals", "display_name": "Market Signals", "description": "Collect market activity: funding rounds, partnerships, acquisitions, pricing models. Who pays for what and how? What are the active business models?", "facets": ["funding", "partnerships", "acquisitions", "pricing", "business_models"], "example_queries": [ "\"\" Series A OR funding OR raise 2025", "\"\" pricing subscription licensing" ] }, "unmet_needs": { "section": "unmet_needs", "display_name": "Unmet Needs & Pain Points", "description": "Find evidence of customer pain points, frictions, or unsolved problems. Include user complaints, reviews, legal/regulatory blocks, and underserved customer segments.", "facets": ["pain_points", "frictions", "complaints", "regulation_issues", "underserved_segments"], "example_queries": [ "\"\" problems challenges limitations", "site:reddit.com workflow issues" ] }, "opportunity_theses": { "section": "opportunity_theses", "display_name": "Opportunity Theses", "description": "Based on the above sections, synthesize opportunity hypotheses: 'If X is true, then Y is the whitespace'. Each should have a counter-thesis too.", "facets": ["thesis", "counter_thesis", "supporting_evidence"], "example_queries": [ "\"\" future opportunity OR whitespace", "\"\" industry projections 2025" ] }, }