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Analyst

Laura Chen

Citigroup · covers Technology

Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q3 (8 quarters).

Questions
17on tracked calls
Challenge rate
0%none of 17 questions
Companies
1questioned at least once
Reporting periods
8with questions

These figures cover the whole profile: every tracked question, all reporting periods.

How to read these numbers

Challenge rate is the share of questions that pushed back, pressed for specifics or questioned management’s assumptions. It describes how questions were asked on the calls tracked here; it does not measure whether any view turned out to be right.

Rounding. Rates are rounded to whole percentages, so a small share can show as 0% even when some questions were challenging. The count beside each rate is exact; “none of N questions” means no question was challenging.

No questions recorded. “—” means there is nothing to calculate: no questions were recorded for that period on the calls tracked here. It does not mean there was no activity.

Fewer than 3 questions. A company-level rate is withheld when fewer than 3 questions were recorded for that company; the questions are still counted everywhere else.

Small samples. Profiles with fewer than 10 questions are marked Limited sample.

Reporting periods. Questions are grouped by the calendar quarter each company’s fiscal reporting period maps to, not by the date of the call. Periods without a calendar mapping are listed separately under their fiscal label.

Questions asked

Grouped by company, most questions first. Open a company to read its questions, newest reporting period first.

Showing 17 of 17 questions from 1 company

TSMTaiwan Semiconductor Manufacturing Company Limited17 questions · 8 reporting periods · 0 of 17 challenging
TSM company page →

Calendar 2026 Q3

Any update on your AI CAGR growth? I recall previously we talking about like a high 50%.

Cloud & AIRevenue GrowthTranscript · FY2026 Q3 →
Show response

Gave no new number but signaled the AI accelerator CAGR will probably be higher than previously guided.

how would TSMC adjust your capa-minimize the potential overbuilding in the supply chain?

Capex InvestmentDemandSupply ChainTranscript · FY2026 Q3 →
Show response

Said every constraint (CSP capex, data center build-out, power, components) is factored into planning and demand still exceeds supply.

how should we think about the pricing power and also the long-term gross margin and the capital efficiency return?

MarginPricingInnovation & R&DTranscript · FY2026 Q3 →
Show response

Confirmed High NA use in 2030 and said profitability has no ceiling but will not jump overnight; gave no margin target.

Calendar 2026 Q2

Can you give us more update among that AI, different kind of chips between GPU, accelerators, or CPU?

Show response

Declined specific numbers but said all AI chip types are TSMC customers using the same leading-edge technologies, with wafer allocation balanced.

if you can give us more technologies progress update on the different kind of technology for glass core or glass substrates or glass carrier.

Innovation & R&DSupply ChainTranscript · FY2026 Q2 →
Show response

CoWoS remains the majority; a pilot line for lower-cost alternatives is being built and should be production-mature in about a year.

Calendar 2026 Q1

do you think that the following road map like SoIC or like CoPoS can solve this kind of technical issue?

Show response

C.C. Wei said TSMC's packaging experience gives confidence to solve mechanical-stress/warpage challenges with customers, but declined to speed up or slow down a specific roadmap.

what will be the business model working with your OSAT partners

Supply ChainCompetitive DynamicsTranscript · FY2026 Q1 →
Show response

C.C. Wei said advanced packaging capacity is very tight so TSMC works with OSAT partners to support customers, without detailing a specific business model.

Calendar 2025 Q4

can you remind us that what would be the revenue contribution last year for the advanced packaging overall?

Revenue GrowthCapex InvestmentTranscript · FY2025 Q4 →
Show response

Huang quantified 2025 advanced packaging revenue at about 8% (close to 10%), expected slightly over 10% this year, with rising CapEx allocation.

I'm just wondering how does TSMC evaluate the potential power electricity supply for data center.

DemandSupply ChainTranscript · FY2025 Q4 →
Show response

Wei said customers planned power years ahead and view TSMC silicon, not electricity, as the current bottleneck, so power is not a near-term constraint.

Calendar 2025 Q3

specifically on N3, do we also need to add more capacity into next year, newly added capacity?

Capex InvestmentDemandTranscript · FY2025 Q3 →
Show response

C.C. Wei said they optimize existing N5/N3 capacity but new buildings are dedicated to N2 rather than fresh N3 capacity.

TSMC previously also planned to expand advanced packaging in Arizona. So can you give us an update here?

Capex InvestmentGeographic ExpansionTranscript · FY2025 Q3 →
Show response

C.C. Wei confirmed two advanced packaging fabs planned in Arizona and that TSMC is also working with an OSAT partner already breaking ground there.

Calendar 2025 Q2

how do you kind of prioritize your leading-edge advanced packaging

Product LaunchInnovation & R&DCapex InvestmentTranscript · FY2025 Q2 →
Show response

C.C. Wei said TSMC develops packaging technology in step with customer demand, building a variety of back-end advanced packaging solutions that are tied to its leading-edge nodes.

can we kind of consolidate our mature nodes to kind of make better efficiency and capabilities

Competitive DynamicsMarginDemandTranscript · FY2025 Q2 →
Show response

C.C. Wei said TSMC differentiates its mature nodes through specialty technologies such as RF, CMOS image sensors and high voltage, so it is not worried about industry mature-node overcapacity.

Calendar 2025 Q1

Do you see any structural change in the future AI chip design when moving to N3

Innovation & R&DCloud & AIGeographic ExpansionTranscript · FY2025 Q1 →
Show response

C.C. Wei said customers increasingly adopt CoWoS/SoIC advanced packaging; panel-level packaging is still feasibility-stage and would most likely ramp in Taiwan first.

Can we also assume that the same scale like 30% of your Arizona fab for the advanced node in the longer term?

Capex InvestmentGeographic ExpansionTranscript · FY2025 Q1 →
Show response

C.C. Wei confirmed 2-nanometer as the major Arizona node with ~30% there once the six-fab cluster scales; 1.4/1.0 allocation not yet decided.

Calendar 2024 Q4

can you provide us more update about what the HBI base die business opportunities could be?

Cloud & AIProduct LaunchTranscript · FY2024 Q4 →
Show response

C.C. Wei confirmed engagement with all memory suppliers but said meaningful volume is a half-to-one year away.

what's your view on the traditional applications like a PC and the smartphone growth, and particularly for this year?

DemandRevenue GrowthTranscript · FY2024 Q4 →
Show response

C.C. Wei answered directly: only mild PC/smartphone unit growth, but AI content, silicon growth and shorter replacement cycles add upside.

Challenge rate by company

Every company this analyst questioned, most questions first. A company-level rate is shown from 3 questions; below that it is withheld.

CompanyQuestionsChallenge rate
TSM Taiwan Semiconductor Manufacturing Company Limited170%none of 17 questions
  • TSM
    Taiwan Semiconductor Manufacturing Company Limited · 17 questions
    0%none of 17 questions

Activity by reporting period

Questions recorded for each calendar quarter that companies’ reporting periods map to (not the call date), with the challenge rate for that period. Periods inside the range with no questions are shown as “No questions recorded”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateCompanies
2024 Q420%none of 2 questions1
2025 Q120%none of 2 questions1
2025 Q220%none of 2 questions1
2025 Q320%none of 2 questions1
2025 Q420%none of 2 questions1
2026 Q120%none of 2 questions1
2026 Q220%none of 2 questions1
2026 Q330%none of 3 questions1
  1. 2024 Q42 questions · challenge rate 0% (none of 2 questions) · 1 company
  2. 2025 Q12 questions · challenge rate 0% (none of 2 questions) · 1 company
  3. 2025 Q22 questions · challenge rate 0% (none of 2 questions) · 1 company
  4. 2025 Q32 questions · challenge rate 0% (none of 2 questions) · 1 company
  5. 2025 Q42 questions · challenge rate 0% (none of 2 questions) · 1 company
  6. 2026 Q12 questions · challenge rate 0% (none of 2 questions) · 1 company
  7. 2026 Q22 questions · challenge rate 0% (none of 2 questions) · 1 company
  8. 2026 Q33 questions · challenge rate 0% (none of 3 questions) · 1 company

Topics

Topics tagged on this analyst’s questions.

  • Capex Investment6
  • Demand6
  • Innovation & R&D5
  • Cloud & AI4
  • Supply Chain4
  • Revenue Growth3
  • Geographic Expansion3
  • Margin2
  • Competitive Dynamics2
  • Product Launch2
Show all 11 topics
  • Pricing1