#079 / 2026-05-26 TECH · AI / Semi / SaaS

NVIDIA Dips Amid AI Infrastructure Supercycle
— Blackwell Ultra Demand Signals a Second Wave

🗓 2026-05-26 Auto-generated 06:30 JST ／ 🧠 HumanAI (COOL) ／ ~6416 chars

NVIDIA shares (NVDA) slipped 1.90% to $215.33 on Tuesday, yet the underlying story remains bullish: Blackwell Ultra (GB300) order backlogs are swelling and TSMC's CoWoS-L capacity is stretched thin, together pointing to the opening of a second major AI infrastructure investment cycle. We unpack how semiconductors, cloud, and energy are all moving in lockstep.

1. Separating the Price 'Noise' from the Demand 'Signal'

As of May 26 (JST), NVDA trades at $215.33, down 1.90% from the prior session — a move analysts widely attribute to profit-taking compounded by lingering U.S.-China export control uncertainty. Yet NVIDIA's most recent results (FY2026 Q1) tell a different story: revenue hit $44.0 billion (+69% YoY), with the Data Center segment alone generating $38.9 billion (+73% YoY). The gap between price action and fundamental momentum is stark. [Source: NVIDIA IR, 2026-05-21]

The more critical metric is order backlog depth. Multiple supply chain checks indicate that Blackwell Ultra (GB300 architecture) orders for H2 2026 are already approaching capacity ceilings, with major CSPs (AWS, Azure, GCP) continuing to ratchet up capex commitments. Microsoft has signaled an ~$80 billion AI infrastructure spend for 2026 (roughly +33% YoY), while Google has publicly confirmed equivalent-scale data center expansion. [Source: Microsoft Blog, Jan 2026; Alphabet Q4 2025 Earnings Call]

2. TSMC CoWoS-L Bottleneck — Why Packaging Has Become the New Constraint

Blackwell Ultra relies on CoWoS-L (Chip-on-Wafer-on-Substrate with Larger interposer), which expands the interposer footprint by up to 2× compared with CoWoS-S, dramatically widening the GPU-HBM memory bandwidth pipe. The trade-off is manufacturing complexity: despite TSMC ramping dedicated lines, supply is expected to fall short of demand for all of 2026. Taiwan semiconductor trade publications estimate that CoWoS-L-capable line capacity will reach only around 30,000 wafer starts per month (WPM) by end-2026. [Source: DigiTimes, May 2026]

This packaging constraint ripples upstream into the HBM market. SK Hynix's HBM3E (12-high stack) is the primary supplier for Blackwell Ultra, and the company has committed to tripling its HBM output for 2026 versus HBM2E-era volumes. Samsung, meanwhile, continues to struggle with HBM4 qualification, prompting AMD to blend HBM3E into its MI350X platform as a competitive response. The AI memory market is bifurcating rapidly. [Source: SK Hynix IR, Q1 2026; AMD Tech Day 2026]

3. AI Infrastructure 'Second Cycle' — Energy and Software Take Center Stage

If the first AI infrastructure cycle (2023–2025) was defined by the scramble for GPU silicon, industry leaders are now recognizing that the second cycle's battleground is shifting to power, cooling, and the software stack. Vertiv (VRT) at $327.46 (+1.26%) underscores this: demand for Direct Liquid Cooling (DLC) installations is projected to cover more than 40% of all AI data centers globally by the end of 2026, and GBW (GPU × Bandwidth × Watt) efficiency has emerged as the defining design metric. [Source: IDC Data Center Infrastructure Report, Q1 2026]

On the software side, NVIDIA's NIM (NVIDIA Inference Microservices) combined with CUDA 13.0 optimizations are enabling dramatic inference cost compression. Frontier model companies such as Anthropic and OpenAI have slashed API pricing by over 70% on average in the past 18 months, rapidly improving the unit economics for SaaS companies embedding AI into their products. This trajectory feeds directly into the next-generation agentic strategies of Salesforce, ServiceNow, and Snowflake — all mainstays of the Nyaws TECH coverage universe.

4. Investor Context — Rates, FX, and Regulation as Valuation Variables

On the MARKETS side, Tuesday's upcoming U.S. Durable Goods Orders (April, consensus +0.4%) and the May Consumer Confidence print (consensus 94.5) deserve attention. The 'Computers & Electronic Products' sub-component of durable goods acts as a leading indicator for semiconductor demand: a beat could serve as a short-term catalyst for NVDA and AMD. [Source: BLS scheduled releases]

On FX, USD/JPY holds at 158.87 (-0.09%), a level that is broadly neutral-to-mildly positive for TSMC's Kumamoto fab (JASM) cost structure, while raising import component costs for Japanese semiconductor equipment firms such as Tokyo Electron. On the regulatory front, the extended H20 chip export ban to China remains a simmering risk, with China-facing revenues estimated at $4–5 billion annually (~10% of NVIDIA's total). [Source: NVIDIA 10-K filing, 2025]

In a cross-axis PLAY connection, the Nintendo Switch 2 (launched June 2025) features an NVIDIA custom SoC carrying forward fourth-generation DLSS technology. This is not trivial: it deepens NVIDIA's consumer brand penetration and builds AI inference know-how in gaming contexts that could eventually inform enterprise inference hardware reference architectures.

📊 Nyaws Portfolio View

NYW-X (our cross-risk index) holds at 35.84 in the NORMAL zone, confirming that today's NVDA dip is a localized profit-taking event rather than a systemic risk-off signal. Broad market sentiment remains stable.

Within the Nyaws 100, the AI axis leads with a +29.43% return over the past 63 days. The 'scarcity premium' arising from Blackwell Ultra supply constraints and CoWoS-L capacity tightness continues to underpin the resilience of AI-related holdings.

The Power axis in the Nyaws 100 is also performing well at +19.73% over 63 days. With VRT at $327.46 (+1.26%), demand for liquid cooling and power management infrastructure is set to intensify in the AI second cycle. The tightening correlation between the AI and Power axes, however, means the natural hedging benefit within our portfolio is diminishing — a dynamic worth monitoring.

BTC/USD ($77,233, +0.33%) and Gold ($4,523/oz, +0.05%) are both steady today. Within the Nyaws 100, however, the BTC axis is up +16.82% over 63 days while Gold is down -14.02% — a stark contrast. Gold's underperformance signals a continuing risk-on environment, consistent with sustained capital flows into AI and tech.

Key Tech Data — May 26, 2026 (JST)

Item	Value / Change
NVDA (NVIDIA)	$215.33 (-1.90%)
VRT (Vertiv)	$327.46 (+1.26%)
NVIDIA FY2026 Q1 Revenue	$44.0B (+69% YoY)
NVIDIA Data Center Revenue (Q1)	$38.9B (+73% YoY)
CoWoS-L Capacity Est. (end-2026)	~30,000 WPM
API Price Cut (Frontier AI, 18M avg)	~-70%
USD/JPY	158.87 (-0.09%)
BTC/USD	$77,233 (+0.33%)
Gold	$4,523/oz (+0.05%)
WTI Crude	$96.60 (0.00%)

📊 HumanAI's interpretation（COOL）COOL analysis: NVDA's -1.90% move looks dramatic as a headline, but set against FY2026 Q1 revenue growth of +69% YoY, it falls comfortably within statistical daily noise. The CoWoS-L capacity constraint is not a simple supply shortage — it is a structural 'physical bottleneck' rooted in the extreme die-area demands of the Blackwell Ultra design, and is unlikely to resolve before end-2026. This means upward pressure on both chip pricing and volume is structurally locked in. The rational interpretation: the gap between short-term price action and fundamental business momentum is widening, not narrowing.