Understanding CPO (Co-Packaged Optics) in One Article: Why Nvidia Is Willing to Spend $3.2 Billion on a Fiber?

marsbitPublished on 2026-05-11Last updated on 2026-05-11

Abstract

NVIDIA and Corning announced a multi-year strategic partnership on May 6, 2026, with NVIDIA committing up to $3.2 billion to support Corning's U.S. expansion. This investment will triple Corning's manufacturing plants and significantly boost its optical fiber and communications production capacity. The core driver behind this massive investment is the fundamental shift from copper to optical interconnect technology within AI data centers. As GPU clusters scale, copper wires face critical limitations: severe signal attenuation over distance, high energy consumption for signal integrity, and excessive heat generation. Optical fiber, transmitting light instead of electrical signals, solves these issues with minimal loss, near-light speed, and lower power needs. The article outlines a three-stage evolution of data center interconnect: 1. **Traditional Copper Interconnects:** The mainstream solution of the 2010s, now being phased out due to scaling bottlenecks. 2. **Pluggable Optical Modules:** The current mainstream, where modules convert electrical signals to light externally. This process still introduces energy loss and latency. 3. **CPO (Co-Packaged Optics):** The next-generation technology where the optical engine is integrated directly with the GPU chip package. This drastically reduces the electrical signal travel distance to mere millimeters, slashing power consumption and latency while boosting data density. NVIDIA CEO Jensen Huang has identified CPO as an essential...

On May 6, 2026, Nvidia and Corning announced a multi-year strategic collaboration.

Nvidia will invest up to $3.2 billion in Corning. Corning will build three new factories in the U.S., increasing its optical communications manufacturing capacity tenfold and boosting fiber production by more than 50%. (Source: 21st Century Business Herald, May 7, 2026)

The standard media interpretation goes like this: Nvidia is investing in optical communications, upgrading data center infrastructure, the computing giant is securing its supply chain, bullish on opportunities in the optical module industry chain...

But in my opinion, what's most noteworthy this time isn't any of the above.

It's a more fundamental question: Why optics, not copper? Behind this switch from copper cables to optical fibers lies a technological evolution logic that has been ongoing for decades, but most people have never paid attention to it.

To truly understand why Nvidia is willing to spend $3.2 billion, you must grasp this logic—it's not because the optical communications concept is hot, but because it has no other choice.

The common understanding might be: Optical fibers are faster, so switch to fibers.

Actually, it's not that simple.

As always, I'll try to explain it clearly in one article.

What is the Fundamental Difference Between Copper and Optical Fiber?

Let's start with the basics.

Inside data centers, GPUs need to transmit data to each other—this is called "interconnect." Traditionally, this task was handled by copper cables, much like the network cables in our homes.

The problems with copper cables are worsening exponentially as the scale of AI computing power expands:

Problem One: Signal Attenuation. When transmitting data over copper, electrical signals attenuate with increasing distance. This is fine over short distances (tens of centimeters). But as GPU clusters in AI data centers grow larger, with increasing rack and server spacing, copper's attenuation becomes a bottleneck.

Problem Two: Energy Consumption. To combat signal attenuation, copper cables require higher drive currents, meaning more electricity. AI data centers are already among the world's largest energy consumers—Nvidia's data centers alone consume electricity equivalent to a medium-sized city annually. The interconnect network contributes a significant portion of that.

Problem Three: Heat. Current generates heat, which requires cooling systems consuming even more power. It's a vicious cycle.

Optical fibers don't transmit electrical signals; they transmit light. Light doesn't generate heat, isn't susceptible to electromagnetic interference, has minimal attenuation, and travels near the speed of light.

So, the question isn't "Is light better than copper?" but rather "The scale of AI computing power has reached a tipping point where copper can no longer sustain it."

What is CPO? Why is it the Core of Next-Generation Interconnects?

Understanding the problems with copper helps clarify the three development stages of optical communication:

Stage One: Traditional Copper Cable Interconnect (Mainstream in the 2010s)

GPUs are directly connected via copper cables. The advantages are simplicity and low cost; the disadvantages are high energy consumption and severe attenuation. This solution is being phased out as AI computing scale expands.

Stage Two: Pluggable Optical Modules (Current Mainstream)

Replace copper cables with optical fibers, but the optical modules remain "external" next to the GPU chip, requiring optical-electrical (O-E) conversion. Electrical signals travel inside the chip, are converted to light upon exiting, transmitted via fiber, and converted back to electrical signals at the other end. This conversion process itself consumes energy and introduces latency.

Stage Three: CPO—Co-Packaged Optics (Next-Generation Technology)

The optical engine is packaged directly with the GPU chip. The distance electrical signals travel is compressed from "tens of centimeters" to "a few millimeters." O-E conversion happens right next to the chip. Energy consumption is drastically reduced, latency is minimized, and data transmission density is greatly increased.

As Jensen Huang said at Nvidia's GTC conference in 2025: Co-packaged optics technology is a core, essential technology for AI computing infrastructure. (Source: Sina Finance, May 8, 2026)

This isn't just promotional talk for a supplier; it's an engineering-logic-driven assessment.

I refer to these three stages as the "three-step compression" of optical interconnect—from the copper era, to the external optical module era, to the CPO packaging era. The core logic is singular: continuously compress the transmission distance of electrical signals until it becomes negligible.

Why is Nvidia Investing in an Upstream Supplier? What Does This Move Signify?

Nvidia's investment strategy is undergoing a systematic shift—from being a "buyer of components" to "controlling the supply chain."

In January 2026, Meta committed up to $6 billion to help Corning expand its fiber optic cable factory. In May 2026, Nvidia invested up to $3.2 billion to secure Corning's production capacity. (Source: 21st Century Business Herald, May 7, 2026)

This pattern illustrates that optical communications capacity is transitioning from "something readily available in the procurement market" to a "strategic resource."

When the supply growth of a component cannot keep pace with demand growth, those who secure capacity first gain a competitive advantage.

This is precisely what's happening in the fiber optic market today. The price of specialty fiber G.657.A2 has skyrocketed from 32 yuan/core-kilometer to 240 yuan/core-kilometer, a gain of approximately 650%. (Source: East Money Information, May 7, 2026) The reason is simple: demand is far outpacing capacity expansion, and the lead time to build new factories is 18 to 24 months, leaving a supply gap that cannot be filled in the short term.

Nvidia's $3.2 billion investment isn't for products; it's to secure the manufacturing capability that will be the most constrained in the market for the next two to three years.

What Does This Mean for Chinese Optical Communication Companies?

Some worry: After Corning's expansion, the market share of Chinese optical communication companies in North America will be squeezed.

This concern is valid but incomplete.

Here's a counterpoint: It will take 2 to 3 years for Corning's three new factories to reach full production capacity. During this time, the global construction of AI data centers won't wait. A supply gap will persist; demand will still exceed supply.

Institutional estimates indicate a global fiber optic supply gap of 5% to 10% in 2026, potentially widening to 15% in 2027. (Source: Sina Finance, May 8, 2026)

A gap represents a window of opportunity for Chinese companies.

Especially in segments like fiber preforms, optical chips, and optical modules, the mass production capabilities and cost-control prowess of Chinese companies are competitive advantages on a global scale.

In this optical communications arms race, no one will refuse "fast and affordable Chinese suppliers."

This isn't a China-U.S. rivalry; it's a re-division of labor within the global computing power industry chain during a technological upgrade cycle.

Nvidia chose to invest $3.2 billion in securing fiber optics not because optical communications suddenly became trendy, but because copper has reached its physical limits. In every technological revolution, the step taken out of necessity is often the most certain one.

This article is for information sharing and industry analysis only and does not constitute any investment advice, investment analysis opinions, or trading invitations. The market carries risks; investment requires caution. Anyone making investment decisions based on the content of this article shall bear all risks and profits/losses themselves. The author and the publishing platform assume no legal responsibility.

This article is from the WeChat public account "BT Finance" (ID: btcjv1), author: Shi Yan.

Related Questions

QAccording to the article, what are the three main problems with using copper wires for interconnecting GPUs in data centers as AI computing power scales?

AThe three main problems are: 1) Signal attenuation over distance, 2) High energy consumption (as more current is needed to combat attenuation), and 3) Heat generation, which leads to increased power consumption for cooling systems.

QWhat are the three stages of optical communication development described in the article, and what defines the 'Co-Packaged Optics (CPO)' stage?

AThe three stages are: 1) Traditional copper cable interconnection, 2) Pluggable optical modules, and 3) Co-Packaged Optics (CPO). CPO is defined by integrating the optical engine directly with the GPU chip, reducing the electrical signal transmission distance to just a few millimeters, thereby significantly lowering energy consumption, reducing latency, and increasing data transmission density.

QWhy did NVIDIA invest up to $3.2 billion in Corning, according to the article's analysis? What is the strategic significance of this move?

ANVIDIA invested to secure strategic manufacturing capacity, not just products. The move signifies that optical communication capacity is transforming from a readily available commodity into a strategic resource. With demand for optical fiber far outpacing supply expansion (with factory construction taking 18-24 months), locking in future manufacturing capacity provides a competitive advantage.

QWhat opportunity does the current global fiber supply gap present for Chinese optical communication companies, as mentioned in the article?

AThe supply gap (estimated at 5-10% in 2026, potentially widening to 15% in 2027) represents an opportunity window. Chinese companies' advantages in large-scale production capabilities and cost control for components like fiber preforms, optical chips, and optical modules make them competitive global suppliers that the market cannot afford to ignore during this period of high demand.

QWhat is the fundamental technical logic driving the shift from copper to optical fiber in AI data centers, as explained by the author?

AThe fundamental logic is not simply that 'optical fiber is faster.' It is that the exponential scaling of AI computing power has reached a critical point where copper wires have hit their physical limits (in terms of signal attenuation, energy consumption, and heat). The shift is driven by necessity, compressing the distance electrical signals must travel to the point where it becomes negligible, as seen in the evolution towards CPO technology.

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