On October 21, 2026, Nvidia announced expansion plans with six partners across key supply chain stages, including a 2.5× substrate capacity target over three years. The targets include doubling semiconductor testing capacity from 2026 to 2027 and increasing SPIL’s optical engine capacity 15× by mid 2027; these plans...
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Create a landscape editorial hero image for this Studio Global article: What did Nvidia announce at GTC Berlin on Wednesday about expanding global AI-chip manufacturing capacity with KYEC, Amkor Technology, IBIDE. Article summary: At GTC Berlin on Wednesday, October 21, 2026, Nvidia announced plans with KYEC, Amkor Technology, IBIDEN, Samsung Electro-Mechanics, SPIL and Unimicron to expand capacity for substrates, advanced packaging, semiconductor. Topic tags: general, general web, user generated, news, government. Style: premium digital editorial illustration, source-backed research mood, clean composition, high detail, modern web publication hero. Use reference image context only for broad subject, composition, and topical grounding; do not copy the exact image. Avoid: logos, brand marks, copyrighted characters, real person likenesses, fake screenshots, UI text, readable text, watermar
Nvidia’s October 21, 2026, announcement at GTC Berlin laid out manufacturing-capacity plans with six partners: Amkor Technology, IBIDEN, King Yuan Electronics (KYEC), Samsung Electro-Mechanics, SPIL and Unimicron. The effort covers substrates, advanced packaging, semiconductor testing and optical engines—not just wafer fabrication. Nvidia says the plans are intended to support demand for its accelerated-computing and AI-factory platforms while broadening supply-chain capacity and resilience. 8
The headline goals are large, but they apply to different parts of production and use different timelines. They should not be combined into a single estimate of how many finished chips Nvidia will ship.
Agreements with IBIDEN, Samsung Electro-Mechanics and Unimicron aim to raise aggregate substrate capacity for Nvidia products to 2.5 times its current level over three years. That means capacity would be 150% higher than the baseline—not a 250% increase. 8
Nvidia and Amkor target an increase of more than 300% in South Korean interposer-wafer capacity by the end of 2028. Read literally, a rise of more than 300% means capacity would exceed four times its starting level. The target is for a specific packaging-related capacity, not total chip production. 2
Amkor shares rose 8% on Wednesday following the news, according to a report on the announcement. That market move is a separate reaction to the plans, not evidence that the capacity target has been achieved.
Nvidia’s plan targets doubling total semiconductor-testing capacity in calendar 2027 compared with 2026, through expansion in the United States, Taiwan and Singapore. KYEC is one of the partners involved; Nvidia’s $1.1 billion capacity-reservation advance supports new U.S. facilities. 2
1
A separate report says U.S. high-volume production is targeted for April 2027. That is a planned milestone, not confirmation that production has begun. 6
SPIL aims to increase optical-engine capacity for co-packaged optics 15-fold by mid-2027, with a further doubling targeted by the end of 2028. Those are sequential targets; without more detail on the measurement baseline, they should not be treated as a precise forecast of total optical-engine output. 8
Nvidia reported $279 billion in supply-and-capacity commitments as of July 26, 2026, compared with $119 billion the previous quarter—a $160 billion difference. KYEC’s $1.1 billion advance is about 0.39% of the $279 billion total and 0.69% of that quarter-to-quarter increase, calculated from those figures. 1
Those numbers are not directly equivalent: the KYEC payment is an advance to reserve capacity, while Nvidia’s $279 billion figure is a broader supply-and-capacity commitment. It should not be read as the cost of the six supplier plans or the value of their future output. 1
The plans address multiple points in the manufacturing chain, adding capacity across substrates, packaging, testing and optics. Work with suppliers in several locations may broaden the supply base; Nvidia describes the initiative as a way to strengthen resilience and redundancy. 8
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But a 2.5× substrate target, a more-than-300% packaging target and a 15× optical-engine target cannot be added together to calculate finished AI-chip production. They refer to different processes, starting capacities and ramp schedules. The available figures do not establish absolute output, yields or how much downstream capacity will be available, so they cannot support a reliable estimate of chip volumes or sales. 2
8
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On October 21, 2026, Nvidia announced expansion plans with six partners across key supply chain stages, including a 2.5× substrate capacity target over three years.
On October 21, 2026, Nvidia announced expansion plans with six partners across key supply chain stages, including a 2.5× substrate capacity target over three years. The targets include doubling semiconductor testing capacity from 2026 to 2027 and increasing SPIL’s optical engine capacity 15× by mid 2027; these plans are targets, not evidence that the added capacity is already onl...
On October 21, 2026, Nvidia announced expansion plans with six partners across key supply chain stages, including a 2.5× substrate capacity target over three years. The targets include doubling semiconductor testing capacity from 2026 to 2027 and increasing SPIL’s optical engine capacity 15× by mid 2027; these plans...
Published byEdited with GPT-6 LunaImages generated with GPT Image 2
Research answer

Create a landscape editorial hero image for this Studio Global article: What did Nvidia announce at GTC Berlin on Wednesday about expanding global AI-chip manufacturing capacity with KYEC, Amkor Technology, IBIDE. Article summary: At GTC Berlin on Wednesday, October 21, 2026, Nvidia announced plans with KYEC, Amkor Technology, IBIDEN, Samsung Electro-Mechanics, SPIL and Unimicron to expand capacity for substrates, advanced packaging, semiconductor. Topic tags: general, general web, user generated, news, government. Style: premium digital editorial illustration, source-backed research mood, clean composition, high detail, modern web publication hero. Use reference image context only for broad subject, composition, and topical grounding; do not copy the exact image. Avoid: logos, brand marks, copyrighted characters, real person likenesses, fake screenshots, UI text, readable text, watermar
Nvidia’s October 21, 2026, announcement at GTC Berlin laid out manufacturing-capacity plans with six partners: Amkor Technology, IBIDEN, King Yuan Electronics (KYEC), Samsung Electro-Mechanics, SPIL and Unimicron. The effort covers substrates, advanced packaging, semiconductor testing and optical engines—not just wafer fabrication. Nvidia says the plans are intended to support demand for its accelerated-computing and AI-factory platforms while broadening supply-chain capacity and resilience. 8
The headline goals are large, but they apply to different parts of production and use different timelines. They should not be combined into a single estimate of how many finished chips Nvidia will ship.
Agreements with IBIDEN, Samsung Electro-Mechanics and Unimicron aim to raise aggregate substrate capacity for Nvidia products to 2.5 times its current level over three years. That means capacity would be 150% higher than the baseline—not a 250% increase. 8
Nvidia and Amkor target an increase of more than 300% in South Korean interposer-wafer capacity by the end of 2028. Read literally, a rise of more than 300% means capacity would exceed four times its starting level. The target is for a specific packaging-related capacity, not total chip production. 2
Amkor shares rose 8% on Wednesday following the news, according to a report on the announcement. That market move is a separate reaction to the plans, not evidence that the capacity target has been achieved.
Nvidia’s plan targets doubling total semiconductor-testing capacity in calendar 2027 compared with 2026, through expansion in the United States, Taiwan and Singapore. KYEC is one of the partners involved; Nvidia’s $1.1 billion capacity-reservation advance supports new U.S. facilities. 2
1
A separate report says U.S. high-volume production is targeted for April 2027. That is a planned milestone, not confirmation that production has begun. 6
SPIL aims to increase optical-engine capacity for co-packaged optics 15-fold by mid-2027, with a further doubling targeted by the end of 2028. Those are sequential targets; without more detail on the measurement baseline, they should not be treated as a precise forecast of total optical-engine output. 8
Nvidia reported $279 billion in supply-and-capacity commitments as of July 26, 2026, compared with $119 billion the previous quarter—a $160 billion difference. KYEC’s $1.1 billion advance is about 0.39% of the $279 billion total and 0.69% of that quarter-to-quarter increase, calculated from those figures. 1
Those numbers are not directly equivalent: the KYEC payment is an advance to reserve capacity, while Nvidia’s $279 billion figure is a broader supply-and-capacity commitment. It should not be read as the cost of the six supplier plans or the value of their future output. 1
The plans address multiple points in the manufacturing chain, adding capacity across substrates, packaging, testing and optics. Work with suppliers in several locations may broaden the supply base; Nvidia describes the initiative as a way to strengthen resilience and redundancy. 8
16
But a 2.5× substrate target, a more-than-300% packaging target and a 15× optical-engine target cannot be added together to calculate finished AI-chip production. They refer to different processes, starting capacities and ramp schedules. The available figures do not establish absolute output, yields or how much downstream capacity will be available, so they cannot support a reliable estimate of chip volumes or sales. 2
8
Studio Global AI
This page includes a source-backed answer you can continue inside Studio Global.
On October 21, 2026, Nvidia announced expansion plans with six partners across key supply chain stages, including a 2.5× substrate capacity target over three years.
On October 21, 2026, Nvidia announced expansion plans with six partners across key supply chain stages, including a 2.5× substrate capacity target over three years. The targets include doubling semiconductor testing capacity from 2026 to 2027 and increasing SPIL’s optical engine capacity 15× by mid 2027; these plans are targets, not evidence that the added capacity is already onl...