OECD — AI use by individuals surges across the OECD as adoption by firms continues to expand
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Evidence registryAutomatically indexed from an explicit mention in article #17479. Open linked research for context.
EntityI was reading these documents twenty years ago, when most people thought the warnings were insane. Now the architecture is everywhere. This personal systems essay connects humanity’s inability to absorb accelerating change with Agenda 21, Agenda 2030, post-9/…
Personal Essays (✍️🪞)Elections reward the people best adapted to campaigning, fundraising, party advancement and self-promotion—not necessarily the people best suited to govern. This full Pattern Nexus framework proposes High-Entropy Governance: a universal civic competency path,…
Digital Sociology (💻🏙️)A full Pattern Nexus reconstruction of U.S. and global oil inventories from the 1970s through the 2026 war shock, including original regressions, depletion scenarios, strategic reserves, refinery constraints, inflation, growth, rates and the path forward. Me…
📊Macro & MarketsOil Crisis, Strait of Hormuz, Hormuz, Energy Shock, Inflation, Brent Crude, WTI Crude, Strategic Petroleum Reserve, SPR, Oil Inventories, Global Oil Supply, Gasoline Prices, Diesel Prices, Refining, Crack Spreads, Federal Reserve, Liquidity, Recession Risk, M…
📊Macro & MarketsHumanity may be approaching the first era in history where it is no longer the most capable intelligence on Earth. This Pattern Nexus piece breaks down why the AI handoff may be closer than most people think.
🤝Humanity & Society