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Paper Analysis | One Architecture, Five Generations, 3600x Growth: Google Dissects Its Own TPUs — and the Hidden Hero, Optical Circuit Switching
Google reviews five TPU generations: an architecture set in 2017 survived the Transformer takeover and scaled 3600x. For optical readers, the key line: OCS, one of only two designs still unique to TPU, is what keeps a near-10K-chip machine alive, schedulable and deployable in stages. Power has now replaced cost as the new ceiling.
2 days ago


CPO Volume Ramp Pushed to 2028 — and That's Not Bad News: Pluggable Optics Just Got a Longer Shelf Life (W25)
This week the market read SemiAnalysis's CPO-delay report as a death knell for optical components. It read it backwards. If CPO ramps a year later, pluggable optical modules — and the upstream EML lasers already sold out through 2027 — get an extra year of earnings. Demand hasn't weakened; only the oversold share prices have.
2 days ago


ZR Is the Meat, Coherent Lite Is the Bone: The Long Game in Optical Transceivers for the Next Decade
ZR is the meat, Coherent Lite is the bone. 2026 is the year ZR generates cash; 2028 is when Coherent Lite truly ramps. Three signals could reverse everything: whether Amazon commits, how fast LPO/CPO win sockets, and production-grade demos at OFC 2027. Taiwan's real opportunity lies in upstream components, not the DSP.
2 days ago


After Copper Gives Out for AI: Seven Paths for Scale-Up Optical Interconnect, and Two Ways to Live With the Bottlenecks
Scale-up optical interconnect looks like a seven-way melee, but there are really only two strategies, Fast-and-Narrow and Slow-and-Wide, each hitting a symmetric wall. Learn the yardstick first, then see how the seven approaches layer and coexist.
2 days ago


Optics Replacing Copper, Now Backed by Earnings: Broadcom Extends Visibility to 2027, but the Hardest Bottleneck Is a Single Laser (W24)
This week the bull case for optical communications got a new spokesperson: Broadcom's income statement instead of analyst decks. Demand is now locked in by earnings, but what's truly scarce can't be bought with earnings: the hardest bottleneck in the chain is a laser in short supply through 2027. The more real the demand, the more valuable the light source.
2 days ago


The Great Shift in Photonics Packaging (Part 1): From Back-End Assembly to Value Core — Why This $14B Market Suddenly Got Hot
For a decade, photonics packaging was the last mile of assembly that nobody talked about. AI has pushed it center stage, with the market set to grow from $4.5B to $14.4B in six years — driven not by transceivers but by three new tracks opening at once: CPO, AR microLED and FMCW LiDAR. Part 1 of the series lays out the big picture.
2 days ago


Technical Analysis | Google's 8th-Gen TPU Dual Architecture: How TPU 8t and TPU 8i Tackle the Agentic AI Compute Bottleneck
Google's eighth-generation TPU splits into two architectures for the first time. STT breaks down how TPU 8t removes the training I/O bottleneck, and how TPU 8i uses large on-chip SRAM and OCS optical circuit switching to cut MoE inference network hops by 56%.
2 days ago


Paper Analysis | A Symmetrical, Wavelength Agnostic, Bidirectional, Silicon-Photonic Link Proposal and Demonstration | NVIDIA
NVIDIA proposes a symmetrical, wavelength-agnostic bidirectional silicon photonics link that uses polarization multiplexing to break CPO's port-count and cost bottlenecks. Error-free 32 Gbps bidirectional operation makes "colorless" optics a reality and paves the way for scaling AI cluster networks.
2 days ago


Breaking Through AI's Memory and Power Walls: How Marvell Photonic Fabric™ Reshapes Scale-Up Architecture | A Deep Dive into Silicon Photonics Resource Pooling
As copper can no longer keep up with the data movement demands of AI clusters, Marvell answers with its Photonic Fabric optical platform. This is not just a speed upgrade, but an architectural shift that breaks through the memory wall and the power bottleneck.
2 days ago


NVIDIA at OFC 2026: Slide-by-Slide Breakdown of Revolutionizing Networking for AI Factories
In the era of gigawatt AI factories, the network defines the computer. NVIDIA unveiled 3D-stacked silicon photonics CPO and industry-leading MRM technology to break through the power and reliability limits of AI scaling, and laid out a decade-long roadmap fusing compute and optics.
2 days ago


OFC 2026 - A Paradigm Shift in AI Cluster Architecture: Scale-Out and Scale-Up Optical Interconnects Explained - Broadcom
Copper's physical limits have become the bottleneck to scaling AI. At OFC 2026, Broadcom showed its latest CPO and OCI progress - ultra-low 6 pJ/bit power and exceptional reliability - signaling that optics will dominate both scale-out and scale-up networks.
2 days ago


OFC 2026 - Intel's Silicon Photonics OCI Chiplet and Bandwidth Scaling for AI Infrastructure
The AI compute race has entered its second half, and bandwidth and power are now make-or-break. Intel's OCI chiplet at OFC 2026 signals that the convergence of photonics and electronics at the chip level has arrived, rebuilding data center architecture rather than merely improving specs.
2 days ago


What Is XPO? The Loudest New Scale-Up Standard at OFC 2026, Explained
Three scale-up MSAs launched at OFC 2026, and the loudest, XPO, was championed by Arista co-founder Andy Bechtolsheim. But Meta's 90 million hours of data took apart its core selling point. Is XPO a bet on extending pluggables' life, or the real answer?
2 days ago


NVIDIA Buys Into Optics: When Optical Communications Goes From Growth Stock to Index Heavyweight (2026 W26)
When the biggest buyer reaches upstream and index providers add optical names to their benchmarks, the industry's capital structure has shifted gears. NVIDIA's $2B stake in Coherent is not an investment; it is supply insurance.
2 days ago


Earnings Highlights: Nokia (NOK) | FY26 Q1
AI traffic is reshaping network architecture. Nokia's Q1 highlight was not traditional telecom but 49% revenue growth from AI/cloud customers. With its new San Jose InP fab about to come online, how is Nokia using vertical integration to pull ahead in the 800G wave?
2 days ago


Paper Analysis | Intel Takes VCSEL CPO Below 1 pJ/b: A Full Circuit Breakdown from 4×50G NRZ to 108G PAM4
Silicon photonics gets the spotlight, but Intel's 0.9 pJ/b 108G PAM4 link shows VCSELs remain an underrated low-power path for short-reach CPO. We walk through this CICC 2026 paper section by section, figure by figure, and identify the last three miles VCSEL CPO must cover to reach volume: equalization, packaging and thermals.
2 days ago
![[CPO Deep Dive 5/6] The CPO Ecosystem Is Being Reshuffled: Foundries and OSATs Move From Supporting Cast to Lead](https://static.wixstatic.com/media/82206f_d3424cbd53e64b02aa58fc687b26206b~mv2.png/v1/fill/w_445,h_250,fp_0.50_0.50,q_35,blur_30,enc_avif,quality_auto/82206f_d3424cbd53e64b02aa58fc687b26206b~mv2.webp)
![[CPO Deep Dive 5/6] The CPO Ecosystem Is Being Reshuffled: Foundries and OSATs Move From Supporting Cast to Lead](https://static.wixstatic.com/media/82206f_d3424cbd53e64b02aa58fc687b26206b~mv2.png/v1/fill/w_306,h_172,fp_0.50_0.50,q_95,enc_avif,quality_auto/82206f_d3424cbd53e64b02aa58fc687b26206b~mv2.webp)
[CPO Deep Dive 5/6] The CPO Ecosystem Is Being Reshuffled: Foundries and OSATs Move From Supporting Cast to Lead
CPO shifts value from module assembly to advanced packaging, and the biggest winners are not legacy module makers but foundries and OSATs with silicon photonics and advanced packaging capabilities. Taiwan's ecosystem is regrouping around them, and standardization will decide the outcome. But pluggables are still growing, and the steering wheel remains in the hands of the platform giants.
2 days ago


Earnings Confirm, Stocks Flee: Marvell and NVIDIA Lock In CPO's First Commercial Year as Taiwan Optical Stocks Hit Limit-Down the Same Week (W23)
Earnings, timelines and shipment volumes all confirmed the optical bull case in the same week, yet Taiwan's silicon photonics stocks hit limit-down. This is a valuation correction, not a demand alarm, and the line between the two hinges on one sentence in next week's Broadcom earnings call.
2 days ago


Google Writes Its Answer Into 134,000 TPUs: What Virgo Network Really Reveals Is a Win for OCS
While the market waits for CPO, Google wrote its answer into 134,000 TPUs with Virgo Network. What holds this fabric up is not exotic packaging but an OCS optical switch six years in the making, and the winners are pluggable optical modules and their upstream suppliers.
2 days ago


Will Comb Lasers Replace DFB Arrays? To Understand CPO Light Sources, First Clear Up a One-Word Misunderstanding
Comb lasers are talked up as the savior of CPO light sources, but what actually ships today is DFB arrays. Why can't true combs win yet? To judge when they turn the corner, watch one number: wavelength count going from 8 to 16 to 32.
2 days ago
Articles: Blog2
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