Optics and photonics should be among AI's biggest winners as faster GPU networks need optical connections that suppliers cannot expand quickly enough. Lumentum says some components are sold out through early 2029; Sivers is investing $30M to target more than 100M lasers a year, with operations expected in Q4 2027. Potential US restrictions on Chinese transceivers could reshape supply in 2027. Applied Optoelectronics and Sivers are the favorites. x.com  x.com 

Optical transceiver demand exceeds supply, and 1.6T lifts revenue per module for suppliers able to qualify capacity. Applied Optoelectronics raised at least $1.62B through 2026 ATMs; its last reported monthly capacity was 200,000 modules versus a year-end target above 650,000. Credo expects over $600M in FY2027 revenue across optical DSPs, PICs and modules, not modules alone. Shipments, yields and margins must prove out. Lumentum and Coherent already price in much expected growth. x.com 

Marvell risks paying a peak-scarcity price for Lumentum if optical supply catches up by 2028-30. The proposed ~$99B deal values Lumentum at roughly 20x guided annualized revenue and 58x estimated after-tax operating income, while Lumentum, Coherent and Chinese suppliers are adding laser capacity. The DSP-and-laser combination has strategic logic, but durable scarcity economics and Nvidia's response remain uncertain. x.com 

Rising 1.6T switching demand favors optical suppliers, though their execution risks vary. Bank of America says the market could grow ~101% annually through 2030. Marvell's leading DSPs and Lumentum's supply-short 200G EML lasers are lowest risk; Applied Optoelectronics' capacity expansion and Fabrinet's customer concentration make them medium risk. Aeluma remains pre-commercial, while Lightwave Logic's polymer modulators are a high-risk moonshot despite its TSM partnership. x.com 

Photonics suppliers ride the same curves Marvell just laid out through 2030. Marvell targets $70-90B of fiscal 2031 revenue from $8.2B last year, with a TAM 4x its last investor day and interconnect the biggest segment at about $37.5B. Supply is tight: Lumentum's CEO says it can meet only 30% of customer demand next year, and Coherent is booked through 2027. @AsymmetricBets_ applied Marvell's model to Lumentum, Coherent, Applied Optoelectronics, Ciena, Tower Semiconductor and Astera Labs. x.com 

Co-packaged optics standards could make finished transceiver modules smaller and more interchangeable as chip designers build optical engines inside their packages. That is another reason to avoid Lumentum, Coherent and Applied Optoelectronics and prefer Soitec. Lumentum and Coherent now earn a lot from finished modules, leaving them exposed if the architecture changes. x.com 

AI bandwidth demand still favors Coherent and Lumentum, but tight customer financing can delay orders and lasting valuations need durable profits. A model provider losing share need not reduce total bandwidth use. Coherent could beat and raise guidance; Lumentum may only meet estimates this quarter, improving next quarter. If margins partly reflect scarce indium phosphide, added supply will test whether upgrades, volume and cost gains sustain earnings. These earnings calls remain forecasts. … Show more

Networking is the next AI hardware trade after memory, whose share of rack value rose from 15% to 35%. Optics is moving inside the server, as Nvidia's Feynman architecture builds in co-packaged optics and silicon photonics. Scale-across networking could grow 30% a year just linking existing data centers, as inference moves closer to users and training spreads across sites. Supply is tight: Lumentum's CEO said it can meet only 30% of expected 2027 demand and sees optics tighter than memory. x.com 

Wafer-tested VCSEL arrays could erode Lumentum's laser scarcity premium if scale-up links adopt wide, parallel designs. Lumentum's in-rack demo used arrays but does not replace every high-power laser; Credo and ams OSRAM seek approval for a parallel-link standard in 2027. Multiple suppliers would pressure pricing power and margins. Near-term earnings could still benefit from laser shortages, with Lumentum sold out through early 2029. x.com 

Lumentum's AI-optics case gains longer supply visibility: CEO Michael Hurlston says capacity is effectively sold out through early 2029 and expects roughly 70% of demand for some products to go unmet through 2027; others could face roughly 30% unmet demand through 2028. Scarcity could support pricing, but earnings growth depends on capacity expansion and yield improvements translating into shipments, revenue and margins. x.com