{ "release": "Winter 2027", "exact_publication_date": null, "first_captured_here": "2026-10-28", "note": "First capture is not a publication date; earlier request links are thematic, not identical interventions.", "requests": [ { "id": "startups-in-a-world-of-abundant-space-access", "request": "Startups in a World of Abundant Space Access", "author": "Ankit Gupta", "category": "Space", "earlier_requests": "New Space Companies (Winter 2025); Electronics in Space and Industrial Capabilities in Space (Summer 2026)", "interpretation": "A business enabled by much cheaper launch, rather than launch-cost optimism alone.", "direct_match_rule": "The product economics rely on lower launch costs; record the assumed cost and a viable first customer.", "source": "https://www.ycombinator.com/rfs#startups-in-a-world-of-abundant-space-access", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "the-15-an-hour-expert", "request": "The $15-an-Hour Expert", "author": "Brad Flora", "category": "Labour and services", "earlier_requests": "One Million Jobs 2.0 (Winter 2025); Retraining Workers (Fall 2025); AI-Native Agencies (Spring 2026); AI-Native Service Companies (Summer 2026)", "interpretation": "Non-specialist workers deliver expert work with AI support.", "direct_match_rule": "Evidence of workers delivering the service with AI, not just software sold to existing experts.", "source": "https://www.ycombinator.com/rfs#the-15-an-hour-expert", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "robots-made-in-america", "request": "Robots Made in America", "author": "Diana Hu", "category": "Domestic manufacturing", "earlier_requests": "Applying Machine Learning to Robotics (Summer 2024); Manufacture in the USA (Winter 2025); Hardware Supply Chain (Summer 2026)", "interpretation": "Domestic robot components as well as final assembly.", "direct_match_rule": "Domestic production of robots or named components; a robot software company alone is adjacent.", "source": "https://www.ycombinator.com/rfs#robots-made-in-america", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "llms-that-write-well", "request": "LLMs That Write Well", "author": "Jared Friedman", "category": "Writing quality", "earlier_requests": "AI Research Labs (Summer 2025) is a broad antecedent; no dedicated writing-quality request in the eight retained earlier tabs", "interpretation": "A model differentiated by writing voice and conversational quality.", "direct_match_rule": "A model or training approach with demonstrated writing-quality differentiation; a generic copywriting interface is insufficient.", "source": "https://www.ycombinator.com/rfs#llms-that-write-well", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "plaid-for-government-benefits", "request": "Plaid for Government Benefits", "author": "Gustaf Alstr\u00f6mer", "category": "Benefits infrastructure", "earlier_requests": "Government Software (Winter 2025); AI for Government and Infra for Government Fraud Hunters (Spring 2026)", "interpretation": "Reusable verified income, tax and residency data across benefits programmes.", "direct_match_rule": "Cross-programme verification or data infrastructure; a generic government agent is adjacent.", "source": "https://www.ycombinator.com/rfs#plaid-for-government-benefits", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "wall-street-for-the-physical-buildout", "request": "Wall Street for the Physical Buildout", "author": "Brad Flora", "category": "Physical-economy finance", "earlier_requests": "Fintech 2.0 (Winter 2025); Datacenters (Spring 2025); Hardware Supply Chain (Summer 2026)", "interpretation": "Financing and risk instruments for expensive AI assets.", "direct_match_rule": "Lending, leasing, securitisation or hedging tied to physical AI assets; a hardware supplier alone is adjacent.", "source": "https://www.ycombinator.com/rfs#wall-street-for-the-physical-buildout", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "vertical-foundation-models", "request": "Vertical Foundation Models", "author": "Diana Hu", "category": "Specialist models", "earlier_requests": "Foundation Models for Biological Systems and Small Fine-tuned Models (Summer 2024); AI Research Labs (Summer 2025)", "interpretation": "Domain models with explicit accuracy and compute advantages.", "direct_match_rule": "A reusable domain model; capture evidence of task performance and inference cost, not merely a vertical agent.", "source": "https://www.ycombinator.com/rfs#vertical-foundation-models", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "ai-for-city-hall", "request": "AI for City Hall", "author": "Gustaf Alstr\u00f6mer", "category": "Municipal workflows", "earlier_requests": "Government Software (Winter 2025); Using LLMs Instead of Government Consulting (Fall 2025); AI for Government (Spring 2026)", "interpretation": "A more specific municipal buyer and operational workflow.", "direct_match_rule": "AI used for permitting, public records, licensing, inspections or 311; distinguish municipal customers from federal contracting.", "source": "https://www.ycombinator.com/rfs#ai-for-city-hall", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "data-center-supply-chain", "request": "Data Center Supply Chain", "author": "Jared Friedman", "category": "Data-center equipment", "earlier_requests": "Datacenters (Spring 2025); Hardware Supply Chain and semiconductor supply chains (Summer 2026); Compute at Sea (Fall 2026)", "interpretation": "Equipment and materials that constrain the buildout.", "direct_match_rule": "Supply or manufacture of enabling equipment/materials; generic GPU hosting alone is adjacent.", "source": "https://www.ycombinator.com/rfs#data-center-supply-chain", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "ai-for-the-air-gapped-economy", "request": "AI for the Air-Gapped Economy", "author": "Brad Flora", "category": "Private deployment", "earlier_requests": "A Secure AI App Store (Spring 2025); AI-Native Compliance Infrastructure (Fall 2026) are adjacent", "interpretation": "AI that can operate inside disconnected customer infrastructure.", "direct_match_rule": "Demonstrated offline/on-prem deployment or enabling hardware/tooling; a privacy claim or private cloud alone is insufficient.", "source": "https://www.ycombinator.com/rfs#ai-for-the-air-gapped-economy", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" }, { "id": "own-your-intelligence", "request": "Own Your Intelligence", "author": "Jon Xu", "category": "Model ownership", "earlier_requests": "Small Fine-tuned Models (Summer 2024); AICOSS (Spring 2025); Make LLMs Easy to Train (Spring 2026)", "interpretation": "An ongoing system for turning company expertise and failures into model improvements.", "direct_match_rule": "Customer-controlled model improvement through data, evals, training and upgrades; a wrapper around a rented API alone is insufficient.", "source": "https://www.ycombinator.com/rfs#own-your-intelligence", "reviewed_at": "2026-10-28", "provenance": "Analyst interpretation; request title and author from YC" } ] }