vior
2.4K posts

vior
@volvito47
pocket broke. but back aint broke so lmk round San Antonio for any landscape, home remodeling, concrete staining too



THE 7 LAYERS OF PHOTONICS 1. Materials & Wafers (substrate layer) $AXTI, $IQE $WOLF, $COHR, $LWLG 2. Tools (fabrication layer) $ASML, $AMAT, $LRCX 3. Lasers (light generation layer) $LITE, $COHR, $LASR, $SMTC 4. Foundries (manufacturing layer) $TSM, $TSEM, $GFS, $UMC, $INTC 5. Test, Inspection & Packaging (reliability layer) $AEHR, $VIAV, $ONTO, $AMKR, $FN 6. Optics (module layer) $AAOI, $POET, $GLW 7. Networking (connectivity layer) $CRDO, $MRVL, $AVGO, $ANET, $CIEN


THE OPTICAL PHOTONICS BOTTLENECK As AI clusters scale past copper’s physical limits, the bottleneck shifts to optical & these are the companies building that layer across the stack: 1. $AAOI building the transceiver layer of the AI network through vertically integrated U.S.-based InP laser manufacturing. It has already secured over $200M in its first volume 1.6T order from one hyperscale customer followed by another $124M in 800G orders from a second. 2. $AEHR building the reliability layer for the optical & AI hardware stack through burn-in & test systems. It just received a record $41M follow-on order from its lead hyperscale customer reinforcing the idea that Sonoma is becoming a key production burn-in platform for high-power AI ASICs. 3. $CRDO building the connectivity layer that helps AI clusters move data faster through active electrical cables, retimers & high-speed interconnect silicon. The DustPhotonics acquisition also extends that platform into silicon photonics before copper becomes a real constraint. 4. $LITE building the laser layer of the AI optical stack through EMLs, optical components & optical switching exposure. The setup is backed by a $2B $NVDA strategic investment & optical circuit switch backlog above $400M with orders reportedly extending through 2028. 5. $VIAV building the testing & validation layer of the optical stack through network instrumentation & photonics measurement tools. It is the picks-and-shovels layer of the transition because every high-speed optical buildout still needs to be tested regardless of which transceiver vendor wins. 6. $COHR building one of the core photonics bottlenecks through indium phosphide lasers, optical engines & communications components tied to next-gen AI networking. It also has a $2B $NVDA strategic investment behind it & is doubling InP device capacity into the 1.6T ramp. 7. $MRVL building the DSP & optical infrastructure layer through electro-optics, PAM DSPs, interconnect silicon & custom networking chips. The Celestial AI deal & NVLink Fusion exposure both strengthen its position as photonics becomes more central to AI cluster design.

ATP synthase is a molecular turbine found inside the mitochondria within our cells. This machine converts electrical energy into mechanical energy and then into chemical energy for our cells to use. #CellBiology #biology #education #animation

The US classified power transformers, switchgear, cables and substations as essential to national defense on April 20 under Section 303 of the Defense Production Act. The classification matters because the country imports 82% of its large power transformers, with lead times of 2 to 4 years, while 7 GW of generation projects are stalled awaiting grid connection. Three transformer factories are under construction in Texas, Alabama and Georgia, and Section 303 now authorizes DOE to make direct purchases and financial commitments to expand domestic production. whitehouse.gov/presidential-a…







$IREN pcr .351 today

@drewharwell I’m rich

















