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The race to replace copper inside AI data centers

The race to replace copper inside AI data centers

New Capabilities

Chip giants and startups compete to build the optical plumbing that next-generation AI systems require

March 3rd, 2026: Ayar Labs closes $500M Series E at $3.75B valuation

Overview

When engineers double a copper cable's data rate, electrical noise doubles and usable length halves—strangling the AI industry. As graphics processing units (GPUs) push toward 224 gigabits per second per lane, passive copper cables inside data centers reach less than one meter before the signal degrades.

Because the AI buildout has made copper's limits an industry emergency, optical interconnects are finally entering volume production after two decades of research. Ayar Labs, a startup from MIT and UC Berkeley, just raised $500 million in Series E funding at a $3.75 billion valuation to mass-produce chips replacing copper with light. The investment was led by asset manager Neuberger Berman and backed by NVIDIA, AMD, and MediaTek, bringing Ayar's total funding to $870 million.

Ayar Labs is not alone. Marvell acquired the competing Celestial AI for up to $5.5 billion in December 2025, and Lightmatter raised $850 million at a $4.4 billion valuation. NVIDIA itself is integrating co-packaged optics into next-generation platforms—the real battle is who dominates and how fast.

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Key Indicators

$500M
Series E raised
Largest single funding round for a co-packaged optics startup, bringing Ayar Labs' total to $870 million
$3.75B
Ayar Labs valuation
Up from just over $1 billion at the Series D in December 2024, roughly tripling in 15 months
4-20x
Throughput-per-watt gain
Claimed improvement of optical over copper interconnects, depending on configuration and distance
<1 meter
Copper reach at 224 Gbps/lane
Maximum distance for passive copper cables at the data rates next-generation AI clusters require
~30%
Interconnect share of data center energy
Proportion of total data center power consumed by moving data between chips, a figure optical links aim to cut in half

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People Involved

Organizations Involved

Timeline

February 2004 March 2026

12 events Latest: March 3rd, 2026 · 4 months ago Showing 8 of 12
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  1. Ayar Labs closes $500M Series E at $3.75B valuation

    Latest Funding

    Led by Neuberger Berman with investment from NVIDIA, AMD, MediaTek, Qatar Investment Authority, ARK Invest, Insight Partners, and Sequoia. Total funding reaches $870 million. Funds will scale production and expand the Hsinchu, Taiwan office.

  2. Marvell acquires Celestial AI for up to $5.5 billion

    Acquisition

    Marvell Technology bought photonic fabric startup Celestial AI, whose 16-terabit-per-second chiplet technology removes a key independent competitor from the optical interconnect market.

  3. Ayar Labs and Alchip demonstrate 100 Tbps optical I/O on TSMC COUPE

    Technology

    The companies showed a fully integrated co-packaged optical I/O subsystem on TSMC's COUPE platform, supporting more than 256 optical scale-up ports per accelerator.

  4. Ayar Labs launches first UCIe optical chiplet

    Technology

    The second-generation TeraPHY became the industry's first optical chiplet using the Universal Chiplet Interconnect Express standard, delivering 8 terabits per second and enabling interoperability across chip vendors.

  5. NVIDIA unveils silicon photonics networking platforms at GTC

    Technology

    NVIDIA announced Quantum-X InfiniBand and Spectrum-X Ethernet platforms using TSMC's COUPE co-packaged optics technology, targeting 1.6-terabit-per-second post-copper networking for AI clusters.

  6. Ayar Labs raises $155M Series D, crosses $1B valuation

    Funding

    Led by Advent Global Opportunities and Light Street Capital, with investment from AMD, Intel Capital, and NVIDIA. Total funding reached $370 million.

  7. Lightmatter raises $400M Series D at $4.4B valuation

    Funding

    Led by T. Rowe Price, the round brought Lightmatter's total funding to roughly $850 million, making it the highest-valued independent photonics startup at the time.

  8. First terabit optical link demonstrated

    Technology

    Ayar Labs demonstrated a fully functional TeraPHY chiplet running error-free at 1.024 terabits per second with less than 5 picojoules per bit of energy, in partnership with MACOM.

  9. Ayar Labs closes $35M Series B

    Funding

    The round funded development of the TeraPHY optical engine on GlobalFoundries' silicon photonics manufacturing process.

  10. MIT/Berkeley team publishes light-enabled microprocessor in Nature

    Research

    A DARPA-funded collaboration between MIT, UC Berkeley, and the University of Colorado Boulder demonstrated a 3-by-6 millimeter chip combining 70 million transistors with 850 photonic components. The result became the foundation for Ayar Labs.

  11. Ayar Labs founded

    Corporate

    Mark Wade, Alex Wright-Gladstein, Vladimir Stojanovic, and Chen Sun incorporated Ayar Labs after their MIT photonic chip won a clean energy competition. Prize money helped launch the company.

  12. Intel demonstrates first fast silicon optical modulator

    Research

    Intel researcher Mario Paniccia published results in the journal Nature showing a silicon modulator converting laser light into digital pulses at one gigahertz, proving silicon photonics was feasible.

Historical Context

3 moments from history that rhyme with this story — and how they unfolded.

1980-2000

Fiber optics replaces copper in telecommunications (1980s-2000s)

Telephone companies and internet backbone operators spent two decades replacing copper trunk lines with fiber-optic cables. Corning Glass Works (now Corning Incorporated) developed low-loss optical fiber in 1970, but it took until the late 1990s dot-com boom for massive capital investment to lay fiber across continents. Companies like Global Crossing and WorldCom spent billions on fiber networks.

Then

The transition created enormous wealth for fiber manufacturers and installers, but also fueled overbuilding that contributed to the dot-com bust when demand didn't immediately match supply.

Now

Fiber became the unquestioned backbone of global communications. The excess capacity laid in the 1990s eventually proved essential as internet traffic grew exponentially. Copper persists only for short last-mile connections.

Why this matters now

The current copper-to-optical transition inside data centers mirrors the telecom shift but at chip-level distances. The same physics—light carries more data, farther, with less energy than electricity in copper—drives both transitions. The overbuilding risk also rhymes: optical startups raising billions before volume revenue materializes.

2004-2024

Intel's silicon photonics program (2004-2024)

In 2004, Intel researcher Mario Paniccia demonstrated that silicon could modulate light at gigahertz speeds, publishing the results in Nature. Intel invested heavily in silicon photonics for over two decades, building transceivers for data center networking. In 2006, Intel Senior Vice President Pat Gelsinger predicted optics would become "the mainstream of every chip that we build."

Then

Intel proved the technology worked in the lab and shipped pluggable optical transceivers, but the products remained a niche business within Intel's portfolio for nearly 20 years.

Now

Intel eventually spun off its silicon photonics assets. The technology proved viable but struggled commercially until AI training created data movement demands that copper could not serve. The lesson: demonstrating feasibility is different from achieving mass adoption, and adoption requires an external forcing function.

Why this matters now

Ayar Labs' core technology descends from the same field Intel pioneered. The difference is timing: AI infrastructure spending now provides the demand signal that Intel lacked for two decades. Whether Ayar Labs captures the moment or repeats Intel's slow commercialization arc depends on whether production can scale as fast as orders arrive.

1990-2000

Qualcomm's rise as a wireless infrastructure supplier (1990s)

Qualcomm developed Code Division Multiple Access (CDMA) technology for wireless communications and licensed it to the telecommunications industry. Major carriers initially resisted switching from existing standards. Qualcomm's founders, Irwin Jacobs and Andrew Viterbi, raised successive rounds of venture funding and went public in 1991 at a $486 million valuation, then fought a multi-year standards battle to establish CDMA as the basis for 3G mobile networks.

Then

Qualcomm faced skepticism from European carriers favoring the competing GSM standard and was forced to divest its phone manufacturing business to focus on chips and licensing.

Now

CDMA became the foundation of 3G and later 4G/5G wireless standards. Qualcomm grew into a $180 billion company by owning the foundational technology that every smartphone requires.

Why this matters now

Ayar Labs occupies a similar structural position: a company with a potentially foundational technology trying to become an essential supplier to an industry undergoing a major infrastructure transition. The parallel highlights both the upside if optical I/O becomes standard and the risk that competing approaches or vertically integrated incumbents could limit the opportunity.

Sources

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