Twin pressure points dominate today's outlook: an active US-Iran tit-for-tat cycle near Hormuz that markets are pricing as limited (Brent fell 4.3% even as strikes resumed), and a deepening Russian fuel and energy crisis now forcing emergency rationing across dozens of regions even as Moscow intensifies blackout strikes on Ukraine. Trump's escalate-then-deal pattern shapes both the Iran de-escalation odds and the low probability that his 100% EU digital-tax tariff is actually implemented within 60 days.

The AI chain is in DEVELOPMENT with a competitive 'model race' outcome at 95% likelihood. Top-5 on LMSys is a relatively modest bar for an OpenAI flagship — historically OpenAI models have consistently held top-5 positions, so the base rate favors this. The Skeptic appropriately compressed from vendor-benchmark optimism to 0.70, noting the gap between OpenAI's own evals and crowd-preference leaderboards. I accept 0.70: the structural likelihood of OpenAI maintaining a top-5 model over a 12-month horizon is high, but a one-year window introduces genuine release-timing and competitive risk (Anthropic, Google, xAI all contesting the frontier), and the density matrix's low purity (0.27) on the AI chain argues against overconfidence. Pillars: adoption curves, competitive dynamics, network theory (technologist).