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Jack Huang (Bernhard Huang/黃傑克)
@photonjaeger
Photonjaeger (光子俠客), TMT/AI/Semis/Optics, 미국인/米國人/Amerikaner, Chicagoan, @uchicago a while back, Shanghainese food fan, DMs open
1.6K Following    2.3K Followers
Haha, @jwt0625, you should write an entertaining history of the optical industry outside five sigma style at this rate.
Optical industry vets this week...
👀👀, @LIWEI_TWCapital @paurooteri (HT the one and only @dnystedt)
Sony's chip unit (Imaging & Sensing) posted a record high operating profit of ¥154.6 billion (US$980M) in the 2nd quarter, up 12% year-on-year despite sales falling 6% to ¥577.6 billion (US$3.66B), media report, adding Sony's CFO said smartphone demand fell about 20% vs last year, partly because of memory prices. Sony raised the unit's full-year profit forecast to ¥450 billion, up by ¥30 billion. $SONY $TSM #semiconductors#
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I agree on the conclusion, but with a diff premise. You should learn Chinese because you should Taiwanmaxx - just follow the (semis) money flowing into Taiwan, regardless of exact AI winners. Please go learn Mandarin (spoken) and traditional (written) Chinese! @LIWEI_TWCapital
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Democrats might be able to ban American superintelligence, but they can't ban China's. Do you really think an ASI trained on walled-off data will have your best interests at heart? Think again. The next generation of Americans better get ready to learn Chinese.
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How about building them in Canada where most of the population lives very close to the border anyways?
Nah, as before, I emphasize that you are focusing on the wrong things. You should focus on having talented folks with the right expertise to scale these technologies. I hate using the word “bottleneck” but talent is an important one. @siliconcodesign @iamfabian
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TrendForce forecasts demand for more than 62 million CPO and NPO optical engines in 2028, with wafer qualification, faster assembly and shorter testing times in 2027 determining whether suppliers can support that ramp. About 80% of the projected demand comes from scale-up interconnects linking accelerators within a compute cluster. The wafer numbers show why qualification matters. TrendForce puts nominal photonic integrated circuit (PIC) wafer capacity at roughly 430,000 wafers in 2027, with effective supply of about 80,000 after accounting for customer qualification and platform validation. It forecasts demand of around 150,000 wafers in 2028. Packaging and testing need productivity gains too. The active alignment throughput of just six units an hour and calls for a shift toward passive alignment. Optical-component testing needs to fall from roughly 100 seconds per unit to under 30 seconds, alongside parallel testing. We’re watching qualified wafer supply and assembly throughput alongside optical-engine shipment forecasts. Adding nominal capacity will only support the projected ramp as platforms pass qualification and packaging and testing lines increase output.
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Looking forward, @vikramskr!
See you all at TomorrowX. If you're attending, would love to meet in person!
I regularly hear from people that my post-training book/writing has helped them get a job at labs by focusing on material that develops intuitions for how training methods work. It's very validating, because this type of "idea/math heavy" writing doesn't really sell many books. It's rewarding the right people who put the effort into learning. I'm happy I made the time for it.
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FT scoop: China blocks SoftBank’s $5.4b takeover of ABB’s robotics division * NDRC informed Softbank the decision in a recent change of heart * China is ABB's biggest market for robotics, mostly made in China. Co employs ~12,700 in the country
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👀👀, @cherylwoooo
Key reading on days like this. The main idea from Pástor and Veronesi is that prices fall when a technology gets big enough that its risk becomes risk for the whole market. That can happen even when the demand data is fine.
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👀👀,the keyword here is “system”. Go follow @siliconcodesign!
Everyone talks about co-packaged optics as the future of AI networking, but most explanations only cover one piece of the system. What's missing is a holistic understanding of how all the pieces fit together. CPO isn't just a purely photonic problem, but a complex system-level co-design challenge involving optics, mixed signal circuits, fabrication, and packaging. I wrote an all-in-one technical overview that connects these disciplines and explains the major engineering challenges involved. This article covers: - Advanced packaging and FAU challenges - Semiconductor fabrication and manufacturing - Light manipulation and photonic devices - Light generation and popular laser architectures - EIC architectures for the driver and trans-impedance amplifier.
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Well, it is distilled experience that you will be rewarded for in the free market. Years of experience should not matter much but rather distilled (not distillation in AI) experience and knowledge that speeds up time to market for your company’s products, whatever they may be.
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"Experience is what you got when you didn’t get what you wanted." - makes me feel somewhat better🤔
No comment on the single name, but Saizeriya is a Japanese cultural and culinary icon!
Saizeriya might be the only company in the world to be praised and even thanked by customers for raising prices when they finally announced it yesterday. It truly reflects how special Saizeriya is. I just published Part 2 of my Saizeriya deep dive, breaking down their own version of ‘scale economies shared’, a flywheel built over 50 years, predating Amazon or Costco! I apologise for the length but I hope you can see it as a result of the multitude upon which their moat is built upon. One that betrays economic theory we’re often taught. They are the Anti-Private Equity. And all the small decisions they’ve made over time have created a cost structure that will be almost impossible to replicate, let alone deliver the quality they do. Find it in the usual place. 🍝🍝🍝🍕🍅
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Just keep it simple and ask the writer one question - do you have any industry or physics experience? @LIWEI_TWCapital is ofc of an OG calibre.
Yes, I am all for it - make it too cheap to meter!
Do you want a desktop app for BeamZ's FDTD?
Looking forward!
Topology optimization in BeamZ is a ton of fun. Notebooks coming soon!
Wow, this is the side of @RYANHINGSHING I liked better, @cherylwoooo - much less semis and food slop, and far more fly by night physics!
問了一下AI 法棍(baguette)的物理參數,再看了research paper驗證了數據 標準法棍長約60cm 剛性(Young’s modulus): 新鮮法棍10–50 kPa,放久後達到70-100 kPa。木棍達超過10MPa yield stress: 幾 kPa 結論: 用法棍打人沒有任何痛感,被攻擊者只會感受到被輕拍了一下,而且一打法棍就會deform,是一種愛心打人工具。適合和平示威者hit-and-run時使用
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Nah, there is also @cherylwoooo who also looks at it through (the keyword here is “independent”) an impartial lens as an independent researcher NOT in the industry. As someone once told me, the flower seller always praised the flowers he happened to sell. Thanks everyone.
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追蹤優良的semi bro, fin bros. 有助於「睡眠品質」。
Now imagine any optoelectronics whose performance is a strong function of temperature, @RYANHINGSHING
For best thermal performance of AI Accelerators, the cold plate should be co-designed with the physical design of the silicon and the package. On-chip physical designers should be cognizant of potential hotspots and place power-hungry blocks in such a way to minimize hotspots and uniformly distribute heat throughout the package. Source: Y. Hang "Pushing the Single-Phase Cold Plate Limit" -
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This is why I am not leaving this platform - there is still taste among a minority.
@photonjaeger @RYANHINGSHING @cherylwoooo 國境之南 🤟🏻 cape no.7 is a truly beautiful movie!