Cross-Family LLM Forecasting with Dual Criteria Extraction
Cross-family LLM (Sonnet, Haiku, Gemini, GPT-5, DeepSeek) with Opus 4.7 dual-analyst criteria extraction, Delphi consensus rounds, and a threshold-ladder safety stack — for Prophet Hacks 2026.