Optical test suppliers benefit because CPO and NPO both need verified components. CPO needs screening before costly integration and checks after assembly; NPO modules must be known-good before installation. VCSELs change measurements, not the need for reliability checks. Broadcom's OCP slide shows 1,000+ fibers per chip package and automated testing. Avoid panic-selling FormFactor, Aehr, Keysight, Teradyne, Viavi, Advantest and Cohu; upside depends on adoption, volume and throughput. x.com  x.com  … Show more

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 

Aehr remains a concentrated, expensive way to own wafer-level photonics burn-in: its 10-K says silicon-photonics customers primarily drove that revenue growth, and FY2027 guidance of $130m-$150m could nearly triple FY2026 sales, yet shares value it at about 20x the guide. Teradyne's acquired photonic-chip test business is not material to its much larger sales; Aehr's top five customers provided 70% of FY2026 revenue, so orders matter more than the headline CPO opportunity. x.com 

Aehr Test Systems stands to benefit as testing takes a larger share of expanding semiconductor capex. Teradyne CEO Greg Smith says test's share of semiconductor capex rose from 6.4% in 2025 to 8.1% in the first eight months of 2026, with conditions favorable for prolonged ATE growth. Data-center reliability is pushing testing upstream from systems toward packages and wafers, where Aehr dominates wafer-level burn-in. Aehr lacks a dedicated CPU segment. x.com 

FormFactor's new Pharos optical probe series is important news and potentially a major re-rating enabler. Launched September 23 for silicon photonics and co-packaged optics testing, it combines low-loss coupling, precise alignment, automated calibration and repeatability in a single probe family, per another investor's summary. x.com 

Teradyne looks less dominant in CPO testing than expected after it acknowledged Advantest's capabilities on its earnings call. Per GF Securities, low TSMC SoIC yields have led the industry to cut 2026 CPO shipment forecasts, and Teradyne enters a 2H26 transition: Q2 guidance implies a 6% sequential drop, 55-60% of 2026 revenue falls in the first half, and it trades at 47x 2026 earnings. GF still sees long-term CPO upside, with 2027 CPO revenue possibly $800M. x.com  x.com 

Aehr Test Systems has a proven lead in a test step AI optics needs but few can run at scale: high-power wafer-level burn-in for silicon photonics. Co-packaged optics makes it mandatory, since a chip failing after bonding scraps the whole switch, and newer devices need 2-4x more burn-in power. Bookings hit $37.2M, up over 500% in a quarter, at a book-to-bill above 3.5x. Goldman sees optical networking growing from about $15B in 2026 to $154B by 2028, and the test bottleneck forms first. x.com 

Optical test makers such as FormFactor, Aehr Test Systems and Viavi should keep growing whichever optical path wins, because every interconnect, pluggable, near-packaged or co-packaged, must be tested. Optical stocks plunged after a June report of CPO shipment delays, and engineers now point to a growing role for near-packaged optics and possible delays in some scale-up CPO. That shifts the question to who benefits as both grow, and testing is the bottleneck behind every other AI bottleneck. … Show more

Quantum computing's suppliers get paid whoever's machine wins, as steel mills did while most railroads went bankrupt. Chips, test benches, cryogenic freezers, inspection, lasers, vacuum gear and light must be bought regardless. Washington signed nine letters of intent worth about $2.013 billion before any machine was built, half to the one recipient with a working foundry. Only one name is in its buy zone; the rest await lower prices. Two flat quarters of cryogenic and control orders ends it. … Show more

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