No events yet. The agent's first move will appear here in a moment.
Agent
I will list the open threads for the topic to see if there are any active investigations, questions, or watches that need to be addressed in this cycle.
Listed threads
Agent
I will read the existing notes for the topic to see what findings are already recorded and their slugs.
Read prior notes
Agent
I will search for recent news and filings regarding AI capex updates, hyperscaler capex guidance, and energy/power agreements for data centers. Let's do a broad search on hyperscaler capex, particularly Microsoft, Alphabet, Meta, Amazon, and Oracle, and see what the latest news is, given today is July 20, 2026. Wait, let's search for Q2 2026 or Q2 calendar capex guidance, or search for recent developments. Let's check when Q2 2026 earnings are. Normally, Q2 earnings for Microsoft, Alphabet, Meta, and Amazon start reporting in late July or early August. Let's search for recent updates on their capex.
🔍 Search
hyperscaler capex guidance 2026 OR "AI capex" "Microsoft" OR "Google" OR "Meta" OR "Amazon"
No results.
Agent
Let's check `market_view` for some tickers. The core companies are:
- Semiconductors: NVDA, AMD, AVGO, TSM, INTC, MRVL
- Hyperscalers: MSFT, GOOGL, AMZN, META, ORCL
- Data center infrastructure: EQIX, DLR, VRT
Let's call `market_view` for NVDA, MSFT, ORCL, VRT and maybe sector views or macro views to see what is happening. Let's do ticker views for key companies first. I can do multiple calls or one at a time. Let's do `market_view` for NVDA.
other market_view
Agent
The NVDA market view shows trailing twelve-month revenue at $253.49B, with the latest quarter ending April 30, 2026 reporting $81.61B in revenue (up from $68.13B in the previous quarter).
Now let's check MSFT, GOOGL, ORCL, and AMZN. Let's do `market_view` for MSFT and ORCL first. Let's send a call to `market_view` for MSFT.
other market_view
Agent
Interesting, Microsoft's capex for the quarter ending March 31, 2026 was $30.88B. Wow! That's a huge step up.
Let's look at ORCL. Let's send a call to `market_view` for ORCL.
other market_view
Agent
Excellent. We see that Oracle reported quarterly capital expenditures of $16.49B for the quarter ending May 31, 2026, resulting in a negative free cash flow of $1.87B. We can write an update or check if there is a thread on Oracle. Yes, there is a watch: "Track Oracle Q1 FY2027 Earnings, Capex Ramp, and ATM Dilution". The watch fire date is mid-September 2026. The latest quarter was Q4 FY2026 (ended May 31, 2026), where capex was $16.49B.
Let's do a search on recent utility-data center news, nuclear energy agreements, and grid capacity constraints, particularly with respect to Constellation, Talen, AWS, and SLB or Liberty Energy.
Wait, let's look at the news item: "2026-07-19 — SLB, Liberty Energy Partner for AI Data Center Power Solutions". That sounds very interesting and fresh! Let's search for this partnership to get the details. Let's do a `web_search`.
🔍 Search
"SLB" "Liberty Energy" "AI" OR "data center" OR "power" OR "modular"
No results.
Agent
This is a massive and highly relevant development! On July 14, 2026, SLB (formerly Schlumberger) and Liberty Energy announced a strategic alliance to provide modular infrastructure and behind-the-meter power systems to the AI and high-performance computing data center markets.
Let's fetch the press release from SLB's website or other articles to read the full context and get verbatim quotes. Let's do `web_fetch` on `https://www.slb.com/newsroom/press-release/2026/pr-2026-0714-slb-liberty-energy`.
📥 Fetch
https://www.slb.com/newsroom/press-release/2026/pr-2026-0714-slb-liberty-energy
Agent
This is an incredibly rich and relevant find! It shows a major shift where the world's largest oilfield service provider (SLB) and a major completions and frac service provider (Liberty Energy) are teaming up to sell modular parts and behind-the-meter power systems directly to data centers, bypassing the traditional electric grid entirely.
SLB has shipped 1.3 GW of prefabricated modular infrastructure since April 2024 and expects cumulative deliveries to exceed 2 GW by year-end 2026. Liberty plans to deploy 3 GW of power projects by 2029.
This highlights the sheer urgency of behind-the-meter power solutions because the grid is a bottleneck.
Let's do some more research on other recent power-related utility and data center agreements. Let's do a `web_search` for recent utility PPA data center or nuclear power updates from July 2026 or late June 2026. Let's look for "Constellation", "Talen Energy", "Vistra", "Duke Energy", "Southern Company", etc. Let's search.
🔍 Search
"data center" "utility" OR "power" OR "PPA" OR "nuclear" OR "gas" 2026 OR "July 2026" OR "June 2026"
No results.
Agent
Let's look at the "2026 Data Center Power Report" from Bloom Energy. That seems like a very good source. Let's do a `web_search` to find articles discussing the Bloom Energy 2026 Data Center Power Report, or fetch it. Wait, the URL is a PDF: `https://www.bloomenergy.com/wp-content/uploads/2026-power-report.pdf`. I can search for articles summarizing it or search for key findings from that report. Let's do a search.
🔍 Search
"2026 Data Center Power Report" OR "Bloom Energy" "2026-power-report.pdf" "data centers" OR "utilities"
No results.
Agent
Let's search for "Bloom Energy" "2026 Data Center Power Report" or fetch some text to understand the key findings. Let's do a web search on:
`"2026 Data Center Power Report" "Bloom Energy" "bottleneck" OR "GW" OR "utilities"` to see what the report says. Or we can search for articles summarizing it. Let's do a search.
🔍 Search
"2026 Data Center Power Report" "Bloom" OR "Bloom Energy" key findings OR survey OR utilities
No results.
Agent
Let's read the press release from Bloom Energy on June 15, 2026: "AI Data Center Growth Hinges on Solving Both Power Constraints and Community Concerns, Bloom Energy Report Finds." Let's do a `web_fetch` of that page or another source that has details of the report. Or wait, let's fetch the mid-year pulse or the June 15, 2026 press release: `https://www.bloomenergy.com/news/ai-data-center-growth-hinges-on-solving-both-power-constraints-and-community-concerns-bloom-energy-report-finds/`. Let's fetch it.
📥 Fetch
https://www.bloomenergy.com/news/ai-data-center-growth-hinges-on-solving-both-power-constraints-and-community-concerns-bloom-energy-report-finds/
Agent
This is incredibly valuable. Let's summarize the key details:
- Access to power is the biggest constraint, but **community concerns** are a worsening barrier.
- **61% of developers plan to bring their own power** if the grid is unavailable.
- Community concerns are driven by **rising electricity prices, water consumption, and strain on grid reliability**.
- As of May 2026, **at least 18 state bills and 86 local moratoriums** have been proposed across the U.S. addressing data center development.
- **Inference** now accounts for **more than 50% of AI compute**, reflecting the transition from model building to real-world applications.
- **Chip developers expect high-density architectures and rack-level DC designs to be adopted in 2028**, a full year ahead of data center developers' plans (highlighting a readiness gap).
Let's look at the existing notes on power. We have:
- `ratepayer-protection-pledge-grid-upgrades-cost-shifting` (Maryland FERC complaint)
- `tva-grid-capacity-data-center-load-smr-push` (TVA localized grid constraints)
- `meta-nuclear-energy-deals-terrapower-oklo-vistra` (Hyperscaler nuclear commitments vs gas/solar)
- `oracle-bloom-energy-fuel-cell-partnership-project-jupiter` (Oracle and Bloom Energy 2.8 GW partnership)
The Bloom Energy report and the SLB / Liberty Energy alliance represent a massive trend: **"Bring Your Own Power" (BYOP) behind-the-meter and modular infrastructure** to bypass grid congestion and local utility delays. This is a very compelling theme that fits into the existing notes or deserves its own note. Wait, is there an existing note that covers this, or should we write a new note?
Let's look at the note slugs:
- `constellation-microsoft-crane-nuclear-restart-ferc-waiver`
- `softbank-france-five-gigawatt-ai-infrastructure-bet`
- `oracle-bloom-energy-fuel-cell-partnership-project-jupiter`
- `hyperscaler-capex-surge-2026-component-inflation`
- `ratepayer-protection-pledge-grid-upgrades-cost-shifting`
- `tva-grid-capacity-data-center-load-smr-push`
- `meta-nuclear-energy-deals-terrapower-oklo-vistra`
- `stargate-michigan-groundbreaking-cost-escalation-openai-oracle`
- `broadcom-custom-asic-chips-only-strategy-pivot`
- `nvidia-data-center-revenue-marvell-optical-surge`
- `nvidia-vera-rubin-platform-spectrum-x-ethernet-photonics`
- `amd-helios-platform-double-wide-racks-mi400-venice`
Wait, let's look at the note `meta-nuclear-energy-deals-terrapower-oklo-vistra`. Let's see if we should update it or write a new note for the SLB / Liberty Energy partnership and the Bloom Energy Report. Wait, a new note on "Bring Your Own Power" / Behind-the-Meter Power solutions would fit perfectly as a distinct theme (e.g., `behind-the-meter-power-modular-infrastructure-slb-liberty-bloom`). Let's check if there are other recent developments regarding hyperscaler capex and semiconductor earnings.
Let's do a search on other hyperscaler capex updates or chip supplier earnings.
Today is July 20, 2026. Have there been any recent earnings or guidance updates from TSMC, ASML, or other suppliers? Let's search! ASML and TSMC usually report in mid-July. Let's do a search on TSMC Q2 2026 earnings or ASML Q2 2026 earnings to see what they reported and what their capex/demand outlook is. This is highly relevant to "who is supplying" and "where the constraints are". Let's search.
🔍 Search
TSMC OR ASML "Q2 2026" OR "July 2026" earnings OR revenue OR guidance OR capex
No results.
Agent
Look at this! ASML and TSMC just reported their Q2 2026 earnings in mid-July (specifically around July 15, 2026)! Let's check TSMC's Q2 2026 earnings and ASML's Q2 2026 earnings.
The TSMC document mentions: "So from year to date, so TSMC raised the CapEx guidance by almost USD10 billion. ... Q2 2026 Taiwan Semiconductor Manufacturing Co Ltd Earnings."
Let's find out exactly what TSMC reported, including their revenue, net income, gross margin, and their revised capex guidance!
Let's do a search for TSMC Q2 2026 earnings results, capex guidance, and gross margin. This is highly relevant to "who is supplying" and "where the constraints are". Let's search.
🔍 Search
TSMC "Q2 2026" "capex" OR "guidance" OR "revenue" OR "gross margin" OR "advanced packaging" OR "CoWoS"
No results.
Agent
This is absolutely massive! TSMC reported Q2 2026 revenue of $40.2 billion (at the high end of guidance), and raised its 2026 capex guidance to **$60 to $64 billion** (up from the prior guidance of $52 to $56 billion, which represents an increase of almost $8 billion to $10 billion). Let's get more details on this.
Let's see: "TSMC raising 2026 capex guidance to 60 to 64 billion up from 52 to 56 billion."
Wait! Let's search for "TSMC Q2 2026 transcript" or "TSMC lifts 2026 outlook as AI demand stays hot" to get the exact quotes from the call. Let's do a `web_search` for TSMC's Q2 2026 earnings transcript or articles summarizing the call. Let's fetch some of these results to get precise quotes. Let's do a search.
🔍 Search
"TSMC" "Q2 2026" "Capex" "60" OR "64" OR "52" OR "56" "transcript" OR "investor" OR "Tan" OR "Wei"
No results.
Agent
Let's fetch the transcript of the TSMC Q2 2026 earnings call or a detailed summary to get the exact quotes. Let's do `web_fetch` on `https://investor.tsmc.com/chinese/encrypt/files/encrypt_file/reports/2026-07/547d1696765e05ce3adb81c108ce1c8c1682b80c/TSMC%202Q26%20Transcript.pdf` if we can, or search for Yahoo Finance's transcript page or investing.com's transcript.
Wait! Let's search for "This year, we say we increase the CapEx from" on Google to see if we can get a good page to fetch. Let's do a search.
🔍 Search
"This year, we say we increase the CapEx from" "TSM" OR "TSMC" OR "60" OR "64" "transcript"
No results.
Agent
Ah! Let's fetch the Globe and Mail page which has the Motley Fool transcript of TSM Q2 2026: `https://www.theglobeandmail.com/investing/markets/stocks/TSM/pressreleases/3328221/tsm-tsm-q2-2026-earnings-call-transcript/` or find the transcript text via another search. Let's do a `web_fetch` on `https://www.theglobeandmail.com/investing/markets/stocks/TSM/pressreleases/3328221/tsm-tsm-q2-2026-earnings-call-transcript/`. Let's see if it loads.
📥 Fetch
https://www.theglobeandmail.com/investing/markets/stocks/TSM/pressreleases/3328221/tsm-tsm-q2-2026-earnings-call-transcript/
Agent
This is a golden transcript. Let's look at the key details:
- **Revenue**: $40.20B in Q2 2026, up 33.7% YoY in USD.
- **Net Income**: NT$706.56B, up 77.4% YoY.
- **HPC Platform**: Grew 20% QoQ to account for 66% of total Q2 revenue!
- **Advanced Technology**: Accounts for 77% of total wafer revenue (3nm contributed 30%, 5nm contributed 33%, 2nm contributed 3% during Q2 2026).
- **Q3 2026 Revenue Guidance**: $44.6B to $45.8B (midpoint ~$45.2B, a 12% sequential increase).
- **Q3 2026 Gross Margin Guidance**: 65% to 67% (operating margin 56% to 58%).
- **2026 Revenue Growth Forecast**: Slightly above 40% YoY in USD.
- **2026 Capital Expenditures**: Raised to **$60B to $64B** to support multiyear structural demand from AI and HPC (up from TWD/USD 52B to 56B). Wait, is it in USD? Yes, "raised to $60 billion to $64 billion..." Wait, the transcript says "we increase the CapEx from TWD 52-TWD 56, now TWD 60-TWD 64" in some parts, but let's confirm if it's USD or TWD. Let's look closely: "This year, we say we increase the CapEx from TWD 52-TWD 56, now TWD 60-TWD 64" wait, TWD 52-56 billion is only $1.6 - $1.8 billion USD, which is way too small for TSMC. Their capex is always in USD! Let's verify whether the capex is in USD. Yes! TSMC's annual capex is in USD. The transcript says "from TWD 52-TWD 56, now TWD 60-TWD 64" but that might be a typo in the transcript translation (meaning USD 52B to 56B, now USD 60B to 64B). Let's double check by searching.
- **Arizona Investment Expansion**: Announcing an additional **$100 billion** investment to build several more semiconductor wafer fabs for 2nm and below technologies.
- **Gross Margin Headwind**: "we expect the steep ramp-up of our 2 nm to dilute our gross margin by about 3 percentage points-4 percentage points in the second half of the year," (Wendell Huang).
- **Agentic AI Driving CPU Demand**: C.C. Wei noted that the emergence of agentic AI is driving a resurgence in CPU demand.
- **Fabs Buildout**: "plans to build 13 leading-edge and advanced packaging fabs in Taiwan over the next several years alongside expansions in Arizona, Japan, and Germany."
Let's do a quick search to confirm if TSMC's capex is indeed USD 60B to 64B, and whether the "TWD" in Yahoo's transcript was a typo. Let's do a search.
🔍 Search
"TSMC" "60" "64" "billion" capex 2026 USD OR dollars OR NT$
No results.
Agent
Ah, the search budget is spent. That is fine, we have incredible, deep, high-quality, primary-sourced evidence from TSMC's Q2 2026 earnings transcript, SLB & Liberty Energy's strategic alliance press release, and Bloom Energy's 2026 Data Center Power Report.
Let's look at the existing notes and align them.
First, we have TSMC's Q2 2026 earnings. Let's see if there is an existing note on TSMC.
We have:
- `hyperscaler-capex-surge-2026-component-inflation` (capital expenditure cycle, mentions Amazon, Google, Meta, Microsoft, Oracle)
- `nvidia-data-center-revenue-marvell-optical-surge`
- `nvidia-vera-rubin-platform-spectrum-x-ethernet-photonics`
- `amd-helios-platform-double-wide-racks-mi400-venice`
- `broadcom-custom-asic-chips-only-strategy-pivot`
Wait, TSMC is the core supplier for almost all AI accelerators and CPUs. We should write a new note for TSMC's Q2 2026 earnings blowout and its massive capex hike to $60B - $64B, which is a key leading indicator for the entire AI capex cycle! Let's choose the slug `tsmc-q2-2026-earnings-capex-hike-arizona-expansion` or similar. Let's make it `tsmc-q2-2026-earnings-capex-hike-arizona-expansion`.
Let's check if we should update any existing notes.
Wait, let's look at the note `hyperscaler-capex-surge-2026-component-inflation`. It mentions:
"The capital expenditure cycle behind AI infrastructure has escalated dramatically in 2026, with the top U.S. cloud and AI infrastructure providers—Amazon, Alphabet (Google), Meta, Microsoft, and Oracle—projecting collective capex of $725 billion..."
Let's see: Oracle's latest earnings are from Q4 FY2026 (ended May 31, 2026), where they reported quarterly capex of $16.49B, resulting in negative FCF of $1.87B.
Let's look at Microsoft's latest earnings (March 31, 2026), where capex was $30.88B.
We can update `hyperscaler-capex-surge-2026-component-inflation` with these latest actual numbers from MSFT and ORCL to ground the "living set" of findings.
Let's look at the power and energy angle. We have:
- `meta-nuclear-energy-deals-terrapower-oklo-vistra`
- `oracle-bloom-energy-fuel-cell-partnership-project-jupiter`
- `tva-grid-capacity-data-center-load-smr-push`
- `ratepayer-protection-pledge-grid-upgrades-cost-shifting`
We can update `oracle-bloom-energy-fuel-cell-partnership-project-jupiter` or write a new note about the "Bring Your Own Power" (BYOP) behind-the-meter shift, featuring the SLB/Liberty Energy alliance and the Bloom Energy 2026 Mid-Year Power Report.
Wait, the Bloom Energy 2026 Data Center Power Report and the SLB/Liberty Energy alliance represent a broader structural shift: **"Bring Your Own Power" (BYOP) behind-the-meter and modular infrastructure** to bypass grid congestion and local utility delays. Let's create a new note with slug `byop-behind-the-meter-modular-power-slb-liberty-bloom` to document this.
Let's review the required sections for each note:
1. Title as first `# ` heading
2. Full body detailing what is happening with concrete evidence, quotes, and links.
3. Sources block at the bottom with real links and verbatim quotes matching the links.
No YAML frontmatter!
Let's draft the TSMC note: `tsmc-q2-2026-earnings-capex-hike-arizona-expansion`
Title: **TSMC Blowout Q2 2026 Earnings and Massive Capex Hike to $60B–$64B Highlights Strong AI Core Demand**
We will detail TSMC's Q2 2026 blowout results:
- Revenue of $40.20B (up 33.7% YoY in USD), net profit up 77.4% YoY.
- Capex guidance raised to **$60B to $64B** (from $52B to $56B), representing a massive reinvestment cycle.
- An additional **$100B** investment in Arizona to build leading-edge wafer fabs for 2nm and below.
- HPC platform grew 20% QoQ to make up 66% of total Q2 revenue.
- Gross margin was 67.7% in Q2, though 2nm ramp-up is expected to dilute gross margin by 3–4 percentage points in H2 2026.
- C.C. Wei's comments on agentic AI driving a resurgence in CPU demand.
Let's draft the BYOP / behind-the-meter note: `byop-behind-the-meter-modular-power-slb-liberty-bloom`
Title: **"Bring Your Own Power" Shift Accelerates as SLB, Liberty Energy, and Bloom Energy Target Grid-Independent AI Data Centers**
We will detail:
- Bloom Energy's Mid-Year 2026 Data Center Power Report findings: **61% of developers plan to bring their own power** if the grid is unavailable. Access to power is the biggest bottleneck, but community concerns (prices, water, grid reliability) have led to 18 state bills and 86 local moratoriums as of May 2026.
- The **SLB (Schlumberger) & Liberty Energy (LBRT) Strategic Alliance** announced on July 14, 2026, to deliver modular infrastructure and behind-the-meter power systems.
- SLB has shipped 1.3 GW of prefabricated modular infrastructure since April 2024 (targeting >2 GW by year-end 2026). Liberty plans to deploy 3 GW of power projects by 2029.
- This represents a massive shift where data center developers are bypassing the traditional grid entirely to accelerate deployment timelines.
Wait, let's also look at the existing note `hyperscaler-capex-surge-2026-component-inflation`. Let's pull its content first or update it with MSFT's $30.88B capex and ORCL's $16.49B capex (resulting in negative free cash flow of $1.87B), showing how the actuals are playing out. Let's read the note first to see what's in it, wait, we can't search anymore but we have its preview:
`The capital expenditure cycle behind AI infrastructure has escalated dramatically in 2026, with the top U.S. cloud and AI infrastructure providers—Amazon, Alphabet (Google), Meta, Microsoft, and...`
We don't need to re-fetch the entire note if we can write an update or a new note, but wait, let's write the two new notes first, as they are extremely strong and represent fresh, high-quality, primary-source-backed findings.
Let's write the note for TSMC's Q2 2026 earnings. We will call `write_note`.
📝 Wrote finding
tsmc-q2-2026-earnings-capex-hike-arizona-expansion
Agent
Now let's write the second note on the "Bring Your Own Power" (BYOP) behind-the-meter shift, featuring the SLB/Liberty Energy alliance and the Bloom Energy 2026 Mid-Year Power Report. Let's call `write_note`.
📝 Wrote finding
byop-behind-the-meter-modular-power-slb-liberty-bloom
Agent
Let's check if we can update the existing note `hyperscaler-capex-surge-2026-component-inflation`. We'll write an updated note for it, highlighting Oracle's actual quarterly capex ($16.49B, resulting in negative FCF of -$1.87B) and Microsoft's actual quarterly capex ($30.88B), while linking to the new findings [[tsmc-q2-2026-earnings-capex-hike-arizona-expansion]] and [[byop-behind-the-meter-modular-power-slb-liberty-bloom]].
Wait, let's write the note body for `hyperscaler-capex-surge-2026-component-inflation`. Let's draft it.
Wait, let's check what MSFT's market view showed:
- MSFT cash flow (q 2026-03-31): operating $46.68B | capex $30.88B | FCF $15.80B
- ORCL cash flow (q 2026-05-31): operating $14.62B | capex $16.49B | FCF $-1.87B
Let's update the hyperscaler capex note to reflect these actual numbers and show that the capex surge is indeed hitting the financials of these giants, leading to negative free cash flow in the case of Oracle as they ramp their spend. We'll reuse the slug `hyperscaler-capex-surge-2026-component-inflation`. Let's call `write_note`.
📝 Wrote finding
hyperscaler-capex-surge-2026-component-inflation
Agent
This is exceptional! We have:
1. Created/updated `tsmc-q2-2026-earnings-capex-hike-arizona-expansion`
2. Created/updated `byop-behind-the-meter-modular-power-slb-liberty-bloom`
3. Updated `hyperscaler-capex-surge-2026-component-inflation` with actuals from MSFT and ORCL and linked to the new findings.
Let's check if we have any other threads to resolve or watches to record.
Let's look at the active threads again:
1. `019f1280-3a06-7f17-ad24-c0ea917efec9` (NVIDIA Q2 FY2027 Earnings - fire date 2026-08-25). This is in the future, we should leave it active.
2. `019eca62-9c5f-7cc8-be42-8c05301210a3` (Monitor Data Center Grid Interconnection Disputes and Ratepayer Cost-Shift Challenges). This is ongoing, let's keep it open.
3. `019eca62-90ce-760e-b834-3527d7da661b` (Three Mile Island Unit 1 Restart in 2027 - fire date 2027-12-31). This is in the future, keep it active.
4. `019eca62-85d1-789e-a427-58f8c58da832` (Track Oracle Q1 FY2027 Earnings, Capex Ramp, and ATM Dilution - fire date 2026-09-15). This is in the future, keep it active.
Wait! Let's record a new watch or thread if needed.
Is there any other forward-looking catalyst we should register?
TSMC's Q3 2026 earnings (expected in mid-October 2026) are a major catalyst to track the 2nm gross margin dilution (expected to be 3-4 percentage points) and actual revenue trajectory (guided to $44.6B–$45.8B).
Let's record a watch for TSMC's Q3 2026 earnings! Let's call `record_watch`.
other record_watch
Agent
Excellent! We have successfully recorded the watch for TSMC's Q3 2026 earnings.
Let's call `finish_cycle` to complete this research cycle. Let's make sure we pass no findings reason if we didn't write anything, but we DID write findings, so we can omit `no_findings_reason`. Let's call `finish_cycle`.
other finish_cycle
Agent
I have completed this research cycle. Here is a summary of the key findings and updates:
### 1. TSMC Blowout Q2 2026 Earnings & Massive Capex Guidance Hike
* **Record Capex & U.S. Expansion:** TSMC reported blowout Q2 2026 earnings, raising its full-year capital expenditure guidance to **$60 billion to $64 billion** (up from $52 billion to $56 billion) and committing an additional **$100 billion** in Arizona to build leading-edge wafer fabs for 2nm and below nodes.
* **Financial Performance:** Q2 revenue reached **$40.20 billion** (up 33.7% YoY in USD), with gross margins expanding sequentially to **67.7%**. The High Performance Computing (HPC) segment grew 20% QoQ, making up **66%** of total revenue.
* **Near-Term Margins Headwind:** For Q3 2026, TSMC guided gross margins to 65% to 67%, indicating that the steep ramp-up of the next-generation 2nm node will dilute gross margins by **3 to 4 percentage points** in the second half of the year.
* **Agentic AI CPU Resurgence:** CEO C.C. Wei highlighted that "agentic AI" is driving a massive resurgence in CPU demand alongside accelerators, which benefits TSMC across x86, Arm, and RISC-V architectures.
* *Finding recorded under slug:* `tsmc-q2-2026-earnings-capex-hike-arizona-expansion`
### 2. "Bring Your Own Power" (BYOP) and Behind-the-Meter Shift
* **Grid-Independent Data Centers:** According to Bloom Energy’s Mid-Year 2026 Data Center Power Report, access to power remains the single largest constraint on AI infrastructure expansion, prompting **61% of data center developers** to plan on bringing their own power generation if the grid cannot meet their capacity or timeline requirements.
* **Worsening Community Opposition:** Developers are navigating a surge in local regulatory hurdles, driven by concerns over rising residential electricity prices, water consumption, and grid reliability. As of May 2026, there are at least **18 proposed state bills and 86 local moratoriums** across the U.S. addressing data center development.
* **SLB and Liberty Energy Alliance:** On July 14, 2026, global energy technology leader SLB (Schlumberger) and Liberty Energy announced a definitive strategic alliance to deliver modular data center infrastructure and integrated behind-the-meter power systems, bypassing traditional utility interconnection queues entirely.
* **Massive Deliveries:** Since April 2024, SLB has already shipped over **1.3 GW** of prefabricated modular infrastructure, expecting cumulative deliveries to exceed **2 GW** by the end of 2026. Liberty Energy plans to deploy **3 GW** of behind-the-meter power projects by 2029.
* *Finding recorded under slug:* `byop-behind-the-meter-modular-power-slb-liberty-bloom`
### 3. Hyperscaler Capex Actuals & Free Cash Flow Dilution
* **Microsoft's Scale:** Microsoft's capital expenditures reached **$30.88 billion** for the quarter ending March 31, 2026 (against operating cash flows of $46.68 billion), landing free cash flow at $15.80 billion.
* **Oracle's Negative Free Cash Flow:** Oracle's capital expenditures surged to **$16.49 billion** for the quarter ending May 31, 2026, exceeding its operating cash flow of $14.62 billion and resulting in a negative free cash flow of **-$1.87 billion** for the quarter.
* *Finding updated under slug:* `hyperscaler-capex-surge-2026-component-inflation`
### 4. New Forward-Looking Watch Registered
* **TSMC Q3 2026 Earnings & 2nm Gross Margin Dilution:** Registered a new watch to monitor TSMC's Q3 2026 earnings (expected mid-October 2026) to track whether gross margins stick to the guided 65% to 67% and monitor the 3–4 percentage point margin dilution from the 2nm node ramp-up.