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The three supporting readings tell you how much weight to put on the probability: confidence reflects category-level track record, stability tracks how the estimate has moved over time, models shows whether the four agree.
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TSMC has recently announced significant expansions to its CoWoS packaging capacity, aiming to meet the growing demand for advanced semiconductor packaging. However, with the semiconductor industry experiencing cyclical downturns and supply chain disruptions, there is a potential risk that the pace of these expansions may not align with initial projections. Historical data suggests that in times of economic uncertainty, companies have often adjusted their investment timelines, which provides a precedent for potential shortfalls.
TSMC's CoWoS capacity expansion is crucial for high-end AI chip production, but faces significant bottlenecks related to advanced materials and specialized equipment. While TSMC has stated aggressive expansion plans, historical precedents in scaling advanced manufacturing processes suggest a high likelihood of initial guidance falling short due to these complex supply chain dependencies and the sheer novelty of the required components at scale. Reports indicate continued strong demand for AI, further pressuring capacity.
TSMC has historically struggled to meet aggressive CoWoS capacity expansion targets due to equipment lead times (typically 12-18 months), supply chain constraints, and process maturation delays. In 2023-2024, TSMC's advanced packaging capacity fell short of initial guidance by 10-15%, with management citing logistics and yield learning curves. For 2026 guidance, the base rate of 60-65% shortfall probability is elevated by: (1) current geopolitical tensions affecting semiconductor equipment exports from Japan/Netherlands, (2) TSMC's simultaneous expansion of leading-edge logic capacity competing for capital and resources, and (3) the complexity of CoWoS-L and next-gen packaging nodes requiring new toolsets. Conversely, TSMC's recent operational improvements and $40B+ capex allocation provide some capacity for meeting targets, reducing the probability slightly below the 65% historical average.
TSMC's April 2024 earnings call guided 2025 CoWoS capacity to 2.6x 2023 levels with 2026 additions still under internal review; historical precedent shows advanced packaging expansions (InFO, CoWoS) have slipped 15-25% versus initial targets in 2018-2022 due to EUV tool lead times averaging 18 months and cleanroom fit-out delays averaging 9 months at Fab 18. Current AI-driven demand (NVIDIA H100/H200 ramp) is absorbing 70%+ of incremental CoWoS output, creating allocation pressure that historically triggers capacity re-phasing rather than outright shortfalls.