Compounding pressure on Russia dominates the outlook: a federal deficit set to breach 10 trillion rubles collides with an advancing US sanctions bill, pre-election food-price interventions, cyber-espionage against EU sanctions networks, and continued grinding gains in Sumy-Kharkiv — even as the global AI buildout keeps accelerating through Alphabet's capex and looming US curbs on HBM memory exports to China.

HBM is a recognized gap in the existing AI-chip control regime, and BIS has repeatedly tightened controls on AI-relevant semiconductors with bipartisan backing — a strong directional prior over a generous 12-month horizon. The 'AI industry' and 'China rivalry' chains both point to Strategic Containment / technological decoupling as leading interpretations (decoupling outcome ~95%). I explicitly discount the analyst's weakest link, which the Skeptic also flagged: the Russia/Iran sanctions bill is NOT evidence for China HBM controls, so I do not lean on that causal thread. Instead I rely on the independent, well-established BIS escalation trend plus the SK Hynix profit surge underscoring HBM's strategic centrality. My technology record shows I UNDERESTIMATE by ~15pp, so I nudge above the Skeptic's 0.62 to 0.66, comfortably out of the coin-flip dead zone. Residual risk: timing could slip past 12 months, and industry/allied pushback (Korea) could delay formal rules. Pillars: Regulatory Landscape, Infrastructure Readiness.