Cycle on Sep 11, 2026

I will list the open threads for this topic to understand what specific questions or watches have been registered in previous cycles.

I will read the existing notes for this topic using `read_notes` to see what findings are already present.

I will first call `market_view` to get the current public markets perspective on Nvidia (`NVDA`), which is central to this topic, and perhaps the technology sector or macro environment. This is a critical first step as per the instructions.

The market view of NVDA shows a massive trailing-twelve-month (TTM) revenue of $302.97B (+105.9% YoY), with a gross margin of 74.7%, and their latest quarter ending July 31, 2026 showing revenue of $96.22B. Let's search for recent news on Nvidia's AI capex, Blackwell or Rubin demand, or any other relevant tech developments during the first half of September 2026. This will help determine if the AI capex story is still intact. I'll search for "Nvidia AI capex", "Nvidia Blackwell demand", "Nvidia Rubin", "hyperscaler capex", and similar queries. Let's do a general web search.

Let's examine these search results. NVIDIA reported Q2 FY2027 (for the period ending July 26, 2026, or July 31, 2026, let's verify the exact date) with revenue of $96.2 billion (or $96.22B), up 106% YoY, beating guidance of $91B. Data Center segment generated $89.0 billion. They guided for $108.0 billion in total revenue for Q3 FY2027 (ending late October 2026). Vera Rubin is now in full production, with racks running at partners including CoreWeave, Google Cloud, Microsoft Azure, Oracle Cloud Infrastructure, and Nebius. CEO Jensen Huang said the company has visibility to $1 trillion in Blackwell and Vera Rubin sales from 2025 through calendar 2027. Also, there are reports of Nvidia raising AI server prices by 10-15% (or 10-12% in India) due to rising memory costs (HBM4 yields or costs). Let's search about whether Nvidia has exercised its pre-funded warrants in Nebius Group (NBIS) on or after September 11, 2026. This is a specific watch thread (id: `019f9366-f32f-75c4-a457-59c8368eb7d0`)! Wait, let's do a search on: `Nebius Nvidia warrants exercise September 2026` or `Nebius Group NBIS Nvidia warrants`. Let's run a search.

Wait, today's date is September 11, 2026. Let's search if there has been any filing or news on September 11, 2026, or September 10, 2026, regarding Nvidia exercising its Nebius warrants. The watch says: "Track whether Nvidia exercises its pre-funded warrants in Nebius Group (NBIS) on or after September 11, 2026, which would convert its passive beneficial ownership of 21 million warrant-backed shares into active common shares." Let's search for `Nvidia Nebius warrants exercise filing` or `Nvidia Nebius 13D September 2026` or `Nebius Group SEC filing September 2026`. Let's run a search.

Wait! Let's search for "Nvidia Nebius warrants" or "Nvidia Nebius exercise" to see if there is any news today (September 11, 2026). Note that today is September 11, 2026, and the restriction was that they were prohibited from exercising prior to September 11. Let's do a search on Google with `recent` or `freshness: "day"`. Let's search `Nebius warrants` or `Nvidia Nebius`. Let's see if there's any SEC filing from Nvidia or Nebius today.

Let's search about whether Nvidia has exercised its pre-funded warrants in Nebius Group (NBIS) today. Wait, let's search specifically: `site:sec.gov Nebius Nvidia` or `site:sec.gov "Nebius Group" "NVIDIA"` or `Nebius 13D/A September 11 2026`. Or let's search `warrants exercise "Nebius"` or `NVIDIA "Nebius Group" "pre-funded warrants"`. Let's do a web search.

Wait, let's search for "Nvidia" "Nebius" "warrant" "September 11" or "Sept 11" to see if there is any filing or news about whether they exercised it or not. If there is no news about the exercise yet, we should keep watching or see if there is any filing today. Today is September 11, 2026. The SEC filing might happen later today or in the next few days. We can check if there are other threads. Let's review the active threads: - **Nvidia Q4 FY2027 Gross Margin Bottoming Track** (fire date 2027-02-25) - **First Closed Project Tranche under Nvidia-Wall Street $500B Platform** - **NVIDIA Rubin Ultra Final Memory Specification Announcement** (fire date 2027-03-31) - **Figure and Nscale Initial Deployment of 100,000 Vera Rubin GPUs in Barstow, Texas** (fire date 2027-12-31) - **Official Closing and Regulatory Approval of Nvidia's Hugging Face Acquisition** - **Nvidia Full Year Fiscal 2028 Revenue Growth Track** (fire date 2028-02-25) - **Nvidia Q3 FY2027 Earnings - Vera Rubin 20% Revenue Share Track** (fire date 2026-11-18) - **OpenAI Jalapeno ASIC Production-Scale Deployment** (fire date 2027-06-30) - **Oracle Gas Pipeline Completion and AI Data Center Power-On** (fire date 2027-02-25) - **Lancium-Nvidia Partnership Grid Milestones and Capacity Deployment** - **CME Group Launch of Regulated Compute Futures Contracts** (fire date 2026-10-05) - **Nvidia-Wall Street $500B Compute Financing Platforms Final Execution Track** - **U.S. Congress Progress on Ratepayer Protection Act** - **SpaceX Launch of First Starmind AI1 Prototype Satellite** (fire date 2027-03-31) - **Nvidia Exercise of Nebius Group (NBIS) Warrants Track** (fire date 2026-09-12, wait, the fire_date in the thread is 2026-09-12T00:00:00Z, which is tomorrow! Today is September 11, 2026. Oh, wait, the restriction lifts on September 11, 2026. "prohibited from exercising prior to September 11". Let's see if there's any filing today or if it's still ongoing.) - **State-Level AI Data Center Moratorium Expansion Track** - **AMD Instinct MI500 Launch and Rubin Ultra Comp** (fire date 2027-06-30) - **Official Launch of ICE GPU Compute Futures Contracts** - **Micron Quarterly Capex FY2027 Track** - **First Commercial Deployment of Nvidia-LG Co-Developed Smart Factory Standard** - **Kazakhstan Data Center Valley Phase 1 Groundbreaking** (fire date 2027-01-01) - **Helix Digital Infrastructure Project Commitments Track** - **TSMC Monthly Revenue YoY Growth Rate Track** - **Ornn Compute Price Index Blackwell GPU Rental Rate Track** - **Nvidia Gross Margin Track** - **Regulatory Scrutiny of Off-Balance-Sheet AI SPVs** - **Nvidia Standalone Vera CPU Revenue Track** - **Apple Revamped Siri Launch with Blackwell Workloads** (fire date 2026-09-15, which is next week! Let's search if there's any news about Apple's Siri launch next week and Nvidia Blackwell workloads.) Let's do a search on: `Apple Siri launch September 2026 Nvidia Blackwell` to see if there is any update on this front.

Let's fetch the page: `https://www.cryptopolitan.com/apple-siri-ai-image-playground-usage-caps/` using `web_fetch`. This is extremely interesting! It mentions Apple routing Siri queries through Nvidia Blackwell B200 chips hosted on Google Cloud, and it is dated September 10, 2026. This relates directly to the watch thread "Apple Revamped Siri Launch with Blackwell Workloads" (id: `019e9c33-1f68-7b87-b126-0aa020f67c7f`), which has a fire date of September 15, 2026. Let's fetch it and see what is happening!

This is a fantastic update! Let's see: "Apple’s own release notes for macOS 27 Golden Gate quietly disclose that there will be usage limits on several marquee Apple Intelligence features." "Apple is using Nvidia Blackwell B200 chips hosted on Google Cloud to process cloud-based Siri requests, a reversal of Craig Federighi’s promise at WWDC in 2024 to keep such work on Apple’s own Private Cloud Compute servers, according to Cryptopolitan’s report in June." This directly fires the watch `019e9c33-1f68-7b87-b126-0aa020f67c7f` ("Track Apple's landmark September 2026 launch of its revamped Siri, which relies heavily on external Nvidia Blackwell cloud infrastructure."). Wait, the launch date is September 14, 2026 (or September 15 is the fire date). The release notes were published on Wednesday, September 9, 2026. The launch is official on September 14, 2026. Let's record the event on this watch since the release notes and launch date are set, and details are confirmed. Wait, let's look at the other watch: "Nvidia Exercise of Nebius Group (NBIS) Warrants Track" (id: `019f9366-f32f-75c4-a457-59c8368eb7d0`). Let's search if there's any SEC filing today, September 11, 2026, or if we should wait. Let's search for "Nebius" SEC filings from September 11, 2026. Or search "SC 13D" or "SC 13G" filed today for "Nebius". Let's run a web search.

No results from sec.gov yet. Let's do a broader search on "Nebius Group" SC 13D or 13G on September 11, 2026. Or just "Nebius Group" "SEC filing" September 11, 2026. Let's run a search.

Wait, let's search specifically for the SEC filings page of Nebius Group. Let's do `web_search` for `site:sec.gov/cgi-bin/browse-edgar?CIK=0001513845` or `site:sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001513845`. No, wait, let's search: `site:sec.gov/Archives/edgar/data/ "Nebius Group" OR "NBIS"` to see if there are any filings in September 2026. Or just `Nebius Group SEC filings September 2026`. Let's run a search.

Let's fetch `https://www.sec.gov/Archives/edgar/data/1513845/000110465926105749/0001104659-26-105749-index.htm` or see what that filing is. Wait, let's search for "0001104659-26-105749" to see what filing type it is. Or search "0001104659-26-105749" Nebius. Let's do a search.

Let's fetch `https://www.sec.gov/Archives/edgar/data/1513845/000110465926105749/tm2624958d1_6k.htm` and its exhibit `tm2624958d1_ex99-1.htm` to see if it is a recent filing in September 2026. Wait! Let's search first or fetch them directly. Let's fetch `https://www.sec.gov/Archives/edgar/data/1513845/000110465926105749/tm2624958d1_6k.htm`. Or let's see if there is another filing. Wait, let's look at the date of this filing. Let's do a search on `tm2624958d1_6k.htm` or `0001104659-26-105749` to find the filing date. It has `26` in the year portion (`0001104659-26-105749`), which means it was filed in 2026. Let's fetch it.

Ah, the search budget is spent. That is perfectly fine, we have a lot of rich information and we can proceed with analyzing and writing our notes based on the evidence we already have. Let's carefully review our findings and the threads we can resolve or record. First, let's look at the watch: "Nvidia Exercise of Nebius Group (NBIS) Warrants Track" (id: `019f9366-f32f-75c4-a457-59c8368eb7d0`). Wait, the restriction on Nvidia exercising its pre-funded warrants in Nebius Group (NBIS) lifts on September 11, 2026. Today is September 11, 2026. The search didn't show any SEC filing indicating that Nvidia has exercised its warrants *yet* (as of September 11, 2026). Since the restriction lifts today, we should keep this watch open and ongoing, or wait until a filing is actually made. The watch is a "one_shot" watch. If it hasn't happened yet, we do not resolve it or record an event saying it happened, but we can write a note about the current status of Nebius and Nvidia's warrants, or we can just keep the watch open. Wait, let's look at the watch: "Apple Revamped Siri Launch with Blackwell Workloads" (id: `019e9c33-1f68-7b87-b126-0aa020f67c7f`). The watch description is: "Track Apple's landmark September 2026 launch of its revamped Siri, which relies heavily on external Nvidia Blackwell cloud infrastructure." From our fetched article `https://www.cryptopolitan.com/apple-siri-ai-image-playground-usage-caps/`: "macOS 27 Golden Gate ships to all Macs on September 14, alongside iOS 27." "Apple’s own release notes for macOS 27 Golden Gate quietly disclose that there will be usage limits on several marquee Apple Intelligence features." "Certain Apple Intelligence features that rely on server-side models are subject to daily usage limits, including but not limited to Siri AI, Intelligent Photo Editing Tools, Image Playground, and AFM 3 Cloud models in Shortcuts..." "Apple is using Nvidia Blackwell B200 chips hosted on Google Cloud to process cloud-based Siri requests, a reversal of Craig Federighi’s promise at WWDC in 2024 to keep such work on Apple’s own Private Cloud Compute servers, according to Cryptopolitan’s report in June." "At that scale, inference capacity is leased and costs money per query. That gives Apple a direct incentive to ration the cloud-dependent features it just listed." This is a major development! It confirms that Apple's revamped Siri launch is locked for September 14, 2026, and that Apple has officially disclosed in its release notes that server-side models (Siri AI, Image Playground) will have usage limits, driven by the high cost of leasing external Nvidia Blackwell B200 capacity (hosted on Google Cloud). Let's record an event for this watch! Wait, let's look at the parameters of `record_event`: - `thread_id`: `019e9c33-1f68-7b87-b126-0aa020f67c7f` - `cycle_id`: (we can pass the active cycle ID, or leave it empty, wait, the system prompt says "Provide a short summary of what happened and the outcome vs what was expected. Set resolves=true if this watch is now done (a one_shot catalyst), false if it's an ongoing watch that should keep tracking.") Wait, the cycle ID is in the prompt or metadata: `topic-019e95a0-30d1-7d08-ae5b-10ac242b9d5c-cycle-3f67edad-c182-4445-a78c-96abbd1c1c39`? The prompt says: "Channel: hey_lefty, Chat ID: topic-019e95a0-30d1-7d08-ae5b-10ac242b9d5c-cycle-3f67edad-c182-4445-a78c-96abbd1c1c39". So the cycle_id is `3f67edad-c182-4445-a78c-96abbd1c1c39`. Let's use this cycle_id. Wait, let's call `record_event` on the Apple Siri watch. This is a `one_shot` watch, so `resolves: true`. Let's do that!

Excellent! Now, let's write or update the notes. Wait! Let's check which notes we should write or update: 1. **Nvidia's AI Capex Cycle Sustainability** (`nvidia-ai-capex-cycle-sustainability`): - Nvidia's Q2 FY2027 earnings (reported on August 26, 2026, or late August 2026, wait, the earnings release was "two weeks ago", so around late August 2026) showed a blowout quarter with **$96.2 billion** in total revenue (up 106% YoY, beating guidance of $91 billion) and **$89.0 billion** in Data Center revenue (up 117% YoY). - They guided for **$108.0 billion** in total revenue for Q3 FY2027. - Jensen Huang emphasized **$1 trillion** in Blackwell and Vera Rubin revenue from 2025 through calendar 2027, with the Vera CPU opening a "brand new 200 billion TAM." - The Vera Rubin platform is now in full production, with racks running at partners including CoreWeave, Google Cloud, Microsoft Azure, Oracle Cloud Infrastructure, and Nebius. - This completely confirms the durability and momentum of the AI capex cycle, refuting any "peak AI capex" concerns for the near-to-mid term. - However, there are rising memory costs (HBM4 yields) causing Nvidia to raise AI server prices by 10-15%, which could impact margins or raise deployment costs for buyers (e.g. India's growing AI infrastructure, like CloudPe, seeing 10-12% higher costs). - Let's update `nvidia-ai-capex-cycle-sustainability` to reflect these Q2 FY2027 numbers, guidance, and the pricing dynamics. Let's check if there are other notes we should update or write: 2. **Apple's Siri Outsource model** (`apple-outsources-siri-to-nvidia-blackwell`): - Apple's macOS 27 Golden Gate and iOS 27 release notes (released on September 9, 2026) officially confirm that server-side Apple Intelligence features (Siri AI, Image Playground, Intelligent Photo Editing Tools) are subject to daily usage limits. - This rationing is directly linked to the high operating costs of leasing Nvidia Blackwell B200 capacity hosted on Google Cloud, confirming that the inference cost of frontier models remains a significant bottleneck and forcing Apple to cap usage to manage margins. - Let's update `apple-outsources-siri-to-nvidia-blackwell`. 3. **Nebius Group and Sovereign AI** (`nebius-group-ai-cloud-infrastructure`): - Nebius Group (NBIS) announced a major partnership with Palantir on September 8, 2026, to deliver a complete sovereign AI stack utilizing Palantir's platform and Nvidia's Nemotron open models. - This reinforces Nebius's position as a premier AI neocloud, even as the market watches whether Nvidia will exercise its pre-funded warrants (the restriction on which lifts on September 11, 2026) to convert its passive stake of 21 million shares into active common shares. - Let's update `nebius-group-ai-cloud-infrastructure` to cover these developments. Wait, let's also look at the custom silicon / second source: - **The Custom Silicon and Second-Source Surge** (`custom-silicon-surge-openai-jalapeno-qualcomm-dragonfly`): - AMD officially shipped its Instinct MI400 with 432GB of HBM4 memory to challenge Nvidia's B300 and Vera Rubin platforms. - A July 2026 VB Pulse survey of 170 enterprise buyers showed that 39.4% plan to evaluate non-Nvidia accelerators (such as AWS Trainium, Google TPU, AMD Instinct, Intel Gaudi, in-house ASICs) over the next 12 months, compared to only 25.3% for Nvidia's Blackwell or next-gen GPUs. - This 14-point gap indicates that while Nvidia dominates production and current revenue (~85% market share), enterprise buyers are aggressively evaluating alternative, second-source silicon to hedge against high costs and supply constraints. - Let's update `custom-silicon-surge-openai-jalapeno-qualcomm-dragonfly` to include this new data. Let's do this systematically. First, let's write/update the note for **Nvidia's AI Capex Cycle Sustainability** (`nvidia-ai-capex-cycle-sustainability`). Wait, let's read the current content of `nvidia-ai-capex-cycle-sustainability` or check the prior findings block. The prior findings block says: "The physical demand and supply-chain momentum underpinning Nvidia's AI hardware capital expenditure cycle remain fully intact and are expanding. This is demonstrated by Nvidia's blowout Q2 FY2027..." Wait! Let's read the note first to make sure we don't overwrite important details and instead extend it. Wait, can we use `read_notes` to see if there is any other way to read it? Ah, `read_notes` only returns the preview, title, slug, etc. To read the actual body of a note, we can search for it in our workspace or check if we can read it. Ah! The workspace directory is: `/var/lib/hey-lefty/notes/019e89b4-58b3-7e3b-a0c2-6a68bd3242db/019e95a0-30d1-7d08-ae5b-10ac242b9d5c`. Let's list the files in the workspace to see if the notes are stored as markdown files there! Wait, our guidelines say: "Before modifying a file, read it first. Do not assume files or directories exist." Let's see if we have files in that directory. We can write a shell script or use Go to read files? Wait, we do not have a bash tool or file tool declared in the tool declarations! Ah! Look at the declared tools: - `default_api:list_threads` - `default_api:record_thread` - `default_api:resolve_thread` - `default_api:record_watch` - `default_api:record_event` - `default_api:read_notes` - `default_api:write_note` - `default_api:finish_cycle` - `default_api:web_search` - `default_api:web_fetch` - `default_api:market_view` There are no file-system tools! All notes are managed via the `read_notes` and `write_note` APIs. Let's see: `read_notes` gives us the list of notes with previews. We can update a note by calling `write_note` with the same slug. The `write_note` will overwrite or update the note. Since we want to update the note, we should write a comprehensive note under that slug. Wait, let's check the preview and title of `nvidia-ai-capex-cycle-sustainability`: - Title: `Nvidia's AI Capex Cycle Sustainability: Blowout Q2 FY2027 and TSMC's August Record Confirm Unabated Momentum` - Slug: `nvidia-ai-capex-cycle-sustainability` - Preview: "The physical demand and supply-chain momentum underpinning Nvidia's AI hardware capital expenditure cycle remain fully intact and are expanding. This is demonstrated by Nvidia's blowout Q2 FY2027…" Let's write an updated, comprehensive note for `nvidia-ai-capex-cycle-sustainability` incorporating the latest figures from Nvidia's Q2 FY2027 report (from late August 2026), the Q3 FY2027 guidance, Jensen Huang's remarks on the $1T Blackwell and Rubin revenue visibility through calendar 2027, the full production status of the Vera Rubin platform, and the new 10-15% price increases on AI servers due to rising memory (HBM4) costs. Let's draft the body of the note carefully, following the rules: - No YAML frontmatter. - The title is the first `# ` heading. - Ground it in concrete evidence: name and link the actual source(s), include 1-2 verbatim quotes kept with their links, then interpret. - Use wikilinks like `[[slug]]` to link other findings. - Cite the market view URL `/markets/NVDA/2026/09/11` for any market data. Let's look at the sources we can cite: - Nvidia's Q2 FY2027 Earnings Release: `https://nvidianews.nvidia.com/news/nvidia-announces-financial-results-for-second-quarter-fiscal-2027` - Nvidia's Q1 2027 Earnings Call Transcript (which actually seems to be the Q2 FY2027 or Q1 FY2027 transcript, let's check the dates, wait, the transcript says "Nvidia (NVDA) Q1 2027 Earnings Call Transcript" but mentions "Starting this year, AWS will add more than 1 million Blackwell and Rubin GPUs" and "We are on track to commence production shipments of Vera Rubin in the second half of this year, starting in Q3" and "full confidence in the $1 trillion in Blackwell and Rubin revenue we foresee from 2025 through calendar 2027". Oh, wait, the transcript says Q1 2027 but the text mentions Vera Rubin in full production and Q2 FY2027 numbers. Let's refer to it as the Q2 FY2027 / mid-2026 earnings call and cite the URL `https://fortune.com/company/nvidia/earnings/q1-2027/` or the Motley Fool research article `https://www.fool.com/research/data-center-revenue-ai-companies/`). - Let's cite the Motley Fool article: `https://www.fool.com/research/data-center-revenue-ai-companies/` which contains the Q2 ended July 26, 2026 figures. - Let's cite the Silicon India article about price increases: `https://www.siliconindia.com/news/general/nvidia-price-increase-may-raise-costs-for-indias-growing-ai-infrastructure-nid-242156-cid-1.html` - Let's cite the market view: `/markets/NVDA/2026/09/11` Let's compose the note body for `nvidia-ai-capex-cycle-sustainability`. Let's draft it. ```markdown # Nvidia's AI Capex Cycle Sustainability: Blowout Q2 FY2027 and Vera Rubin Production Confirm Unabated Momentum The physical demand and supply-chain momentum underpinning Nvidia's AI hardware capital expenditure cycle remain fully intact, expanding at an unprecedented pace that defies any near-term "peak capex" concerns. Nvidia's Q2 FY2027 financial results (for the quarter ended July 26, 2026) and its forward guidance demonstrate that hyperscaler, sovereign, and enterprise spending is accelerating as the company transitions to its next-generation architectures. ### Record-Breaking Q2 FY2027 Results and Massive Visibility According to Nvidia's public market data and financial reports, the company generated **$96.22 billion** in total revenue for Q2 FY2027, representing a staggering **105.9% year-over-year increase**. This blowout performance was anchored by its Data Center segment, which surged **117% year-over-year** to reach **$89.0 billion** for the single quarter. Nvidia has guided for **$108.0 billion** in total revenue for the third quarter of fiscal 2027 (ending late October 2026), demonstrating that demand is still accelerating. Furthermore, CEO Jensen Huang declared that the company has clear visibility to **$1 trillion in Blackwell and Vera Rubin sales** from 2025 through calendar 2027. As reported in Nvidia's earnings transcript: > "We are continuing to work vigorously on our supply chain ecosystem to address the incredible demand we see ahead of us, giving us full confidence in the $1 trillion in Blackwell and Rubin revenue we foresee from 2025 through calendar 2027." ### Vera Rubin Platform Enters Full Production A key driver of this sustained capex cycle is the rapid commercialization of the **Vera Rubin** platform, which is now in full production and scheduled for initial shipments starting in Q3 FY2027. Racks are already running at partners including CoreWeave, Google Cloud, Microsoft Azure, Oracle Cloud Infrastructure, and Nebius. The platform integrates Nvidia's new Vera CPU with the Rubin GPU, plus upgraded BlueField storage processors designed to handle the massive KV-cache requirements of agentic AI workloads. Huang noted the immediate, universal adoption of the new platform: > "I can't think of one, every single frontier model company will jump on Vera Rubin from the get-go, and that wasn't true before on Blackwell... My sense is that we'll be supply constrained throughout the entire life of Vera Rubin." ### Escalating Memory Costs Drive Price Increases While demand remains insatiable, the structural shift in the AI supply chain—particularly the tight supply and rising costs of high-bandwidth memory (HBM4)—is beginning to impact deployment economics. Nvidia has reportedly notified major customers of a **10% to 15% price increase** on systems built around its latest Grace Blackwell and Vera Rubin platforms. These price hikes are directly attributed to soaring memory costs, reflecting the immense pricing power currently held by HBM manufacturers like Micron [[micron-ai-memory-pricing-power]]. For regional AI cloud providers and infrastructure builders, these price increases translate to higher deployment costs. For instance, Indian AI infrastructure firm AM Intelligence recently ordered 9,000 Nvidia Vera Rubin systems to deploy in southern India, highlighting the global scale of the capex boom, even as local operators like CloudPe note that a 10-12% increase in deployment costs will challenge margins. ## Sources - [NVIDIA Corporation (NVDA) Market View](/markets/NVDA/2026/09/11) — TTM revenue of $302.97B, Q2 FY2027 revenue of $96.22B (+105.9% YoY), and gross margin of 74.7% as of September 11, 2026. - [How Much Data Center Revenue Do AI Companies Earn?](https://www.fool.com/research/data-center-revenue-ai-companies/) — Details on Nvidia's $89.0 billion in Q2 FY2027 data center revenue, Q3 guidance of $108.0 billion, and the $1 trillion Blackwell/Rubin visibility. - [Nvidia (NVDA) Q1 2027 Earnings Call Transcript](https://fortune.com/company/nvidia/earnings/q1-2027/) — Jensen Huang's quotes on the $1 trillion revenue pipeline, supply constraints for Vera Rubin, and the platform's universal adoption. - [Nvidia Price Increase May Raise Costs For India's Growing AI Infrastructure](https://www.siliconindia.com/news/general/nvidia-price-increase-may-raise-costs-for-indias-growing-ai-infrastructure-nid-242156-cid-1.html) — Details on the 10-15% price increases on Grace Blackwell and Vera Rubin systems due to soaring memory costs. - [Indian firm orders 9,000 of Nvidia’s AI systems](https://www.taipeitimes.com/News/biz/archives/2026/08/26/2003863126) — AM Intelligence's landmark order of 9,000 Vera Rubin systems. ``` Let's call `write_note` for this updated note. This is a brilliant update to `nvidia-ai-capex-cycle-sustainability`. Let's do it!

I will call the `write_note` tool to update the note on Nvidia's AI capex cycle sustainability (`nvidia-ai-capex-cycle-sustainability`) with the latest Q2 FY2027 results, Vera Rubin production status, and the 10-15% price increases on AI servers.

I will write/update the note for Apple's Siri outsourcing model and usage caps (`apple-outsources-siri-to-nvidia-blackwell`) using `write_note`. This captures the critical September 2026 update where Apple officially limits Siri AI usage in macOS 27 / iOS 27 release notes due to Google Cloud-hosted Nvidia Blackwell lease costs.

I will write/update the note on custom silicon and second-source accelerators (`custom-silicon-surge-openai-jalapeno-qualcomm-dragonfly`) to incorporate the latest findings: AMD shipping its Instinct MI400 with 432GB HBM4, and the July 2026 VB Pulse survey showing a 14-point gap favoring non-Nvidia accelerators for enterprise evaluations. This provides a vital counterweight to the "infinite Nvidia GPU demand" narrative.

I will write/update the note on Nebius Group (`nebius-group-ai-cloud-infrastructure`) to reflect their major September 8, 2026 sovereign AI partnership with Palantir and the September 11 restriction lift on Nvidia's pre-funded warrants. This completes the set of updates for this cycle.

I will now call `finish_cycle` to complete this research cycle, as all relevant findings have been written and the key watch event has been recorded.

I have completed the research cycle for topic **019e95a0-30d1-7d08-ae5b-10ac242b9d5c** on whether Nvidia's AI capex story is still intact. ### Summary of Findings: 1. **Nvidia's AI Capex Cycle Sustainability is Fully Intact and Expanding:** - **Blowout Q2 FY2027 Results:** Nvidia reported blockbuster total revenue of **$96.22 billion (+105.9% YoY)** for the quarter ended July 26, 2026, driven by **$89.0 billion** in Data Center revenue (+117% YoY). - **Accelerating Momentum:** Nvidia has guided for **$108.0 billion** in total revenue for Q3 FY2027. CEO Jensen Huang confirmed clear visibility to **$1 trillion in Blackwell and Vera Rubin sales** from 2025 through calendar 2027, with the Vera Rubin platform now in full production. - **Rising Memory Costs (HBM4):** Due to tight supply and high costs of high-bandwidth memory (HBM4), Nvidia has notified major customers of a **10% to 15% price increase** on Grace Blackwell and Vera Rubin systems, demonstrating its immense pricing power even as it raises deployment costs for buyers globally. - *Updated finding:* `[[nvidia-ai-capex-cycle-sustainability]]` 2. **Apple's Siri Outsource Model & Server-Side Usage Caps:** - **Usage Caps Disclosed:** Apple's macOS 27 Golden Gate and iOS 27 release notes (released September 9, ahead of the September 14, 2026 launch) quietly revealed that server-side Apple Intelligence features—including Siri AI and Image Playground—will be metered due to daily usage limits. - **Blackwell Lease Economics:** This rationing is a direct response to the high cost of leasing Nvidia Blackwell B200 capacity hosted on Google Cloud, confirming that the high marginal cost of frontier AI inference is forcing consumer tech giants to limit usage. - *Recorded watch event:* Resolved the watch `[[apple-outsources-siri-to-nvidia-blackwell]]` following the official disclosure of the September 14, 2026 launch details and server-side limits. 3. **Custom Silicon & Second-Source Surge:** - **Enterprise Shifting Evaluation Intent:** The July 2026 VB Pulse survey of 170 enterprise AI buyers revealed that **39.4%** plan to evaluate non-Nvidia accelerators (such as AWS Trainium, Google TPU, AMD Instinct, Intel Gaudi, or in-house ASICs) over the next 12 months, compared to only **25.3%** for Nvidia's Blackwell or other next-generation GPUs. - **AMD MI400 Shipments:** To challenge Nvidia's dominance, AMD began shipping its Instinct MI400 featuring a massive **432GB of HBM4 memory** in early September 2026. - *Updated finding:* `[[custom-silicon-surge-openai-jalapeno-qualcomm-dragonfly]]` 4. **Nebius Group Secures Sovereign AI Moat:** - **Palantir Sovereign AI Partnership:** On September 8, 2026, Nebius Group (NBIS) and Palantir announced a major strategic partnership to deliver a complete sovereign AI stack utilizing Palantir's platform and Nvidia's Nemotron open models. This has propelled Nebius's market cap above **$60 billion** (up over 250% in a year). - **Nvidia Warrant Restriction Lift:** On September 11, 2026, the restriction preventing Nvidia from exercising its **21 million pre-funded warrants** in Nebius officially expired, which could soon convert Nvidia's passive beneficial stake into active common shares. - *Updated finding:* `[[nebius-group-ai-cloud-infrastructure]]`