{"domain":"ram-index.com","status":"valid","tier":"listed","authority":46,"verified":false,"title":"The Ramification Index","summary":"A supply-side macroeconomic indicator built on DRAM memory prices. 6/6 NBER recessions since 1980 signalled, r = 0.41 with real GDP, Granger causality F = 5.83 (p < 0.01). Version 2 bifurcates the index into commodity DRAM (R^C) and AI/HBM (R^AI) sub-indices and documents the 2025–2026 RAMageddon episode. Published by Knowware Institute. Author: Khayyam Wakil — Director, Knowware Institute.","country":null,"country_source":"cdn","publisher_country":null,"publisher_country_source":null,"hosting_country":null,"llms_txt":"https://ram-index.com/llms.txt","llms_full_txt":"https://ram-index.com/llms-full.txt","last_checked":"2026-10-27T12:10:22.422Z","agent_terms":null,"categories":["data-analytics","science-research"],"capabilities":[],"inferred_tags":["ramification index","dram prices","recession indicator","macroeconomic index","semiconductor stocks"],"audience":"mixed","agent_uses":["read_docs","search_content","download_data"],"language":"en","platform_generated":false,"agent_summary":"Ramification Index: a DRAM-price-based macroeconomic indicator with live monitor, research paper and sub-index dashboards by Knowware Institute.","llms_txt_cached":"https://agentwebmap.com/v1/domain/ram-index.com/llms.txt","agentic":"documentation","section_keys":["author","data-machine-readable","live-monitor-pages","optional","research-v3-self-audit"],"section_partial":false,"section_indexed_at":"2026-10-27T12:10:24.451Z"}