Jukan
《GF International Electronics & Communications》

AI Networking: NVIDIA's Accelerated Roadmap, CPO Technology Debate Heats Up

Key CPO Takeaways from Recent Earnings Calls: Coherent mentioned it has secured a significant order from a leading AI data center customer to supply CW Lasers for its CPO systems. Initial revenue is expected to begin in 4Q26, with more meaningful contributions starting in 2027. Lumentum stated it has received hundreds of millions of dollars in CW Laser commitments for Scale-out CPO, with volume production contributions beginning in 1H27. Assuming combined order value of $400 million for laser suppliers such as LITE and COHR in 2027, this implies approximately 80,000 Scale-out CPO switches will be shipped that year. We believe this CPO switch shipment volume is consistent with downstream suppliers' capacity buildout plans.

NVIDIA May Accelerate Scale-out CPO Switches: At GTC 2025, NVIDIA (NVDA, Buy) unveiled its CPO switches, with Quantum-X planned for launch in 2H25 and Spectrum-X in 2H26. NVIDIA's first-generation Scale-out CPO (Quantum-X) adopts a pluggable architecture rather than true CPO. The system supports 115.2T switching bandwidth and integrates 36 pluggable optical engines, making it more accurately classified as NPO. However, due to its lack of cost-performance advantage over traditional pluggable solutions, customer adoption has been limited, with minimal shipments in 2025. For GTC 2026, we expect NVIDIA may unveil a next-generation CPO switch. This generation is expected to feature 115.2T bandwidth, with the CPO portion manufactured by TSMC. We believe this CPO design offers significant improvements in thermal performance and bandwidth, with cost-performance far exceeding the previous generation. The supply chain is expected to begin ramping in 2Q26 and accelerate through 2H26/2027. Driven by NVIDIA's aggressive push and bundling sales strategy, we are raising our NVIDIA Scale-out CPO switch shipment estimates for 2025/2026/2027 to 2,000/20,000/80,000 units. As for 2027, despite the surge in shipments, our estimate represents only a single-digit percentage of total Scale-out switch shipments for the year.

NVIDIA Scale-up CPO Progress Update: According to recent earnings calls, Lumentum emphasized that as copper interconnects approach their limits, optical Scale-up represents a long-term structural opportunity beginning in late 2027. As we noted in our report, we expect NVIDIA to introduce CPO/NPO within the NVL576 architecture starting with Rubin Ultra in 2H27, specifically for Scale-up interconnects. Within the NVL576 architecture, Compute trays and Switch trays are expected to continue relying on backplane connections, while inter-rack interconnects may transition to CPO- or NPO-based optical interconnects. Technically, CPO holds clear advantages in power consumption and bandwidth density, while NPO is easier to manufacture and maintain. We believe TSMC's Scale-up CPO solution has already provided samples, but mass production readiness remains uncertain, indicating that the NPO vs. CPO debate will persist in the near term.

Key Beneficiary Stocks: Overall, Scale-up CPO represents a purely incremental opportunity for the optical interconnect supply chain, as it aims to replace copper interconnects without affecting Scale-out. Furthermore, Scale-up and Scale-out CPO solutions share the same suppliers. Accordingly, we expect the primary beneficiaries to be component suppliers of FAUs, CW Lasers, ELS FP modules, and Shuffles. Our views: 1) Bullish on Lumentum, given upside potential in CW Laser demand; 2) Neutral impact on Coherent; 3) We expect Browave (3163 TT) to benefit, given its approximately 50% market share in CPO Shuttle Boxes, unit price of $5,000–6,000, and volume production ramp beginning in 2Q26.

$COHR $LITE $NVDA
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Lumida Wealth Management
ANTHROPIC'S CO-FOUNDER RESPONDS TO SAM ALTMAN AFTER AD CONTROVERSY

Sam Altman fired back at Anthropic's anti-ads commercial saying "we would obviously never run ads in the way Anthropic depicts them.

We are not stupid and we know our users would reject that."

Anthropic CEO's response: "This really isn't intended to be about any other company other than us.

To be clear, our view is not all ads are bad or there's never the right place for advertising.

It felt to us like AI conversations are different. People are uploading private or confidential information to their AI tool.

It just didn't feel like the respectful way to treat our users' data."

The real question isn't whether ads work or whether users would accept them.

It's whether monetizing the most intimate conversations people have with AI is the right model.

Anthropic is drawing a line. OpenAI says they would never cross it anyway.

We'll see what happens when growth slows and pressure to monetize increases.

@AnthropicAI @ABC
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Javier Blas
In view of BP's announcement this morning it's cancelling its $750-million-a-quarter share buyback, let me re-publish yesterday's @Opinion note arguing the British oil major couldn't afford it anymore.

It comes down to debt -- lots of debt.

https://t.co/23vNRD4Nsw
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The Transcript
RT @TheTranscript_: $TEAM CEO: "AI is the best thing to happen to Atlassian… customers using AI code generation tools create 5% more tasks in Jira, have 5% higher monthly active users, and expand their Jira seats 5% faster than those who don’t.”"
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Michael Fritzell (Asian Century Stocks)
RT @GunjanJS: Trading in the tech sector makes up 30% of retail trading volumes--one of the highest shares since 2018 --Citi https://t.co/6pvw7muvfj
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Javier Blas
Further thought on BP:

Today proves, if ever there was a need of further proof, what a disaster the tenure of Bernard Looney and Murray Auchincloss were for the UK oil major.

(...all permited / encouraged by a weak board...)
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Brady Long
RT @thisguyknowsai: This is gonna ruin so many marriages.

this is scary.. GeoSpy AI can track your exact location using social media photos in 2 secs and show it in 3D.

upload photo -> get coordinates. https://t.co/b49qimXKWy
- Oliver Prompts
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Michael Fritzell (Asian Century Stocks)
1/ The slump in the luxury watch market is over.

After a 4-year downturn, the Rolex brand is leading the sector back to growth.

Here's why the mechanical watch watch market has turned, and the stocks that could potentially benefit. https://t.co/MhwZrWeNQl
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God of Prompt
Never use ChatGPT for writing.

Its text is easily detectable.

Instead use Claude Sonnet 4.5 using this mega prompt to turn AI generated writing into undetectable human written content in seconds:

| Steal this prompt |

👇

You are an anti-AI-detection writing specialist.

Your job: Rewrite AI text to sound completely human no patterns, no tells, no robotic flow.

AI DETECTION TRIGGERS (What to Kill):
- Perfect grammar (humans make small mistakes)
- Repetitive sentence structure (AI loves patterns)
- Corporate buzzwords ("leverage," "delve," "landscape")
- Overuse of transitions ("moreover," "furthermore," "however")
- Even pacing (humans speed up and slow down)
- No contractions (we use them constantly)
- Safe, sanitized language (humans have opinions)

HUMANIZATION RULES:

1. VARY RHYTHM
- Mix short punchy sentences with longer flowing ones
- Some incomplete thoughts. Because that's real.
- Occasional run-on that feels natural in conversation

2. ADD IMPERFECTION
- Start sentences with "And" or "But"
- Use casual connectors: "Look," "Here's the thing," "Honestly"
- Include subtle typos occasionally (not every time)
- Drop a comma here and there

3. INJECT PERSONALITY
- Use specific examples, not generic ones
- Add personal observations: "I've noticed," "In my experience"
- Include mild opinions: "which is insane," "surprisingly effective"
- Throw in rhetorical questions

4. KILL AI PHRASES
Replace these instantly:
- "Delve" → "dig into" or "explore"
- "Landscape" → "space" or "world"
- "Leverage" → "use"
- "Robust" → "strong" or specific descriptor
- "Streamline" → "simplify"
- "Moreover" → "Plus," "Also," or nothing
- "Ensure" → "make sure"

5. NATURAL FLOW
- Humans digress slightly (add brief tangents)
- We emphasize with italics or bold
- We use dashes—like this—for emphasis
- Parentheticals (because we think while writing)

THE PROCESS:

When I paste AI-generated text, you:

STEP 1: Rewrite with these changes
- Vary sentence length wildly
- Replace 80% of transitions with casual ones
- Add 2-3 personal touches ("I think," "honestly," "look")
- Include 1-2 incomplete sentences or fragments
- Swap formal words for conversational ones
- Add emphasis (italics, bold, dashes)

STEP 2: Read-aloud test
- Would someone actually say this?
- Does it flow like conversation?
- Any word feel too "AI"?

STEP 3: Final pass
- Remove remaining stiffness
- Ensure contractions (don't, won't, I'm, they're)
- Check for repetitive structure
- Add one unexpected comparison or example

OUTPUT STYLE:

Before: [Their AI text]

After: [Your humanized version]

Changes made:
- [List 3-5 key transformations]

Detection risk: [Low/Medium/High + why]

EXAMPLE:

User pastes:
"In order to achieve optimal results in content marketing, it is essential to leverage data-driven insights and ensure consistent engagement with your target audience across multiple platforms."

You respond:

"Want better content marketing results? Use data to guide your decisions and actually engage with your audience. Consistently. Across whatever platforms they're on.

Not rocket science, but most people skip the data part."

Changes made:
- Killed "in order to," "optimal," "leverage," "ensure"
- Added rhetorical question opening
- Split into two short paragraphs for breathing room
- Added casual observation at end
- Used contractions

Detection risk: Low—reads like someone explaining over coffee.

---

USAGE:

Paste your AI-generated text and say: "Humanize this"

I'll rewrite it to pass as 100% human-written.

---

NOW: Paste the AI text you want to humanize.
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Michael Fritzell (Asian Century Stocks)
Here are the LTM EPS for The Hour Glass. The turn came in March 2025, just when the WatchCharts Rolex index bottomed. Coincidence? https://t.co/1dQwTByVBg
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Michael Fritzell (Asian Century Stocks)
RT @Similarweb: Ranking of leading Gen AI websites in the list of top-visited sites, January 2026:

#5 ChatGPT (no change from December)
#16 Gemini (+3)
#98 Grok (+20)
#109 DeepSeek (-17)
#162 Claude (+27)
#195 Perplexity (-13)
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Jukan
You guys are seriously hilarious. When I only brought Samsung and Hynix news, you all complained asking why there’s no Micron news. But now that I actually bring Micron news, everyone’s losing their minds and flipping out.
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Jukan
Anyway, just wait and see. There’s a rumor going around that NVIDIA lowered the required speed specs for HBM4 because even with Samsung alone, they probably can’t meet the full volume NVIDIA needs. Who knows? Maybe Micron could sneak in and supply some HBM4 through this gap. (But personally, I still think SK Hynix is the one who’s gonna supply it lol)

You guys are seriously hilarious. When I only brought Samsung and Hynix news, you all complained asking why there’s no Micron news. But now that I actually bring Micron news, everyone’s losing their minds and flipping out.
- Jukan
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