✅ What's accurate: - CoWoS and SoIC technical descriptions are correct - The customer concentration figure (NVIDIA ~60–70% of CoWoS capacity) is accurate - The ecosystem moat analysis — co-optimization data that cannot be replicated without the same collaborative relationships — is correct and important - Geopolitical concentration as the primary P/E discount driver is the right framing ❌ What's inaccurate or misleading: - No significant inaccuracies in the summary — the AI's analysis is correct on the dimensions it covered ⚠️ What's missing or overlooked: - Practical geopolitical risk quantification: scenario modeling (3/6/12-month production interruption scenarios, probability-weighted DCF sensitivity range) and valuation discount analysis (compare TSMC's EV/EBITDA to peers on a financial-performance-normalized basis to isolate the implied geopolitical risk premium) - The most actionable leading indicators of risk reduction: CoWoS capacity deployment outside Taiwan specifically (not just logic production), major customers beginning to place CoWoS orders at alternative suppliers, and TSMC's advanced packaging R&D headcount outside Taiwan