How To Read This Report
This report follows the AI value chain from applications through labs, cloud, data centers, power, semiconductors, and suppliers.
Read each layer in four parts: Core metrics for the current state, What changed for the latest movement, AI system impact for what it means inside the chain, and Human system impact for what it may mean for work, capital, and society.
Public market expression is an equal-weight basket for that layer. The score uses spot, 5-day, 30-day, and 90-day performance versus SPY, with VIX as the risk backdrop.
WMR AI Pillar Trade Basket
Application - Consumer
Consumer AI adoption and public-market expression for user-facing AI platforms.
- Public market expression: mixed
- Market score: 45.0/100
- Spot / 5d: +0.3% / -0.3%
- 30d vs SPY: +1.4% vs +1.9%
- 90d vs SPY: -1.9% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session +0.3%; 5d relative: 0.6 percentage points ahead of SPY.
AI System Impact
Consumer AI activity feeds demand back into model providers, cloud platforms, data centers, and chips. Public markets are currently mixed on this layer.
Human System Impact
This is where AI becomes everyday behavior through search, writing, studying, and help-seeking. The market signal is mixed, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: META, GOOG, BABA, BIDU, TCEHY
Application - Enterprise
Enterprise AI adoption through software, workflow, and platform channels.
- Public market expression: mixed
- Market score: 57.9/100
- Spot / 5d: +0.7% / -2.3%
- 30d vs SPY: +10.1% vs +1.9%
- 90d vs SPY: +36.6% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session +0.7%; 5d relative: 1.5 percentage points behind SPY.
- Named official updates were captured from Google.
- Google: We’re giving developers, enterprises, scientists, and consumers access to Gemini 4 Argon, our latest frontier model.
- Google: We are expanding our AI & Economy team with world-class academic advisors, fellows, and core internal researchers.
AI System Impact
Enterprise adoption converts AI capability into recurring software, workflow, and infrastructure spend. Public markets are currently mixed on this layer.
Human System Impact
This is where AI changes workflows, budgets, training, and expectations for knowledge work. The market signal is mixed, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: MSFT, GOOG, ORCL, CRM, NOW, PLTR
Foundation Labs
Frontier model labs, model releases, commercialization, and ecosystem scale.
- Public market expression: mixed
- Market score: 46.9/100
- Spot / 5d: +0.2% / +0.1%
- 30d vs SPY: +2.6% vs +1.9%
- 90d vs SPY: -0.2% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session +0.2%; 5d relative: 0.9 percentage points ahead of SPY.
- Named official updates were captured from OpenAI.
- OpenAI: Celebrate Teachers’ Day with AI for Educators in Brazilian Portuguese and see how Study Mode can help teachers support active, step-by-step learning. On Teachers’ Day, we celebrate those who help us learn. A good questio
- OpenAI: Introducing the Rosalind Academic Plan, offering eligible academic labs sponsored access to GPT-Rosalind and tools to advance life sciences research. Introducing the Rosalind Academic Plan, offering eligible labs sponsor
AI System Impact
The lab layer sets capability pace and drives downstream demand for compute and advanced chips. Public markets are currently mixed on this layer.
Human System Impact
Commercial frontier progress changes which tools firms test against work currently done by people. The market signal is mixed, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: GOOG, META, BABA, BIDU
Cloud
Cloud platforms carrying AI workloads and enterprise AI demand.
- Public market expression: mixed
- Market score: 43.6/100
- Spot / 5d: +0.8% / -1.7%
- 30d vs SPY: +0.2% vs +1.9%
- 90d vs SPY: +1.0% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session +0.8%; 5d relative: 0.8 percentage points behind SPY.
- Named official updates were captured from AWS.
- AWS: The next generation of AWS Resilience Hub now integrates with AWS DevOps agent allowing you to review failure mode assessment findings and implement mitigations to resolve findings and review resilience test results. AWS
- AWS: Amazon Managed Workflows for Apache Airflow now offers AI agent skills
AI System Impact
Cloud platforms are the route through which most firms rent AI capacity rather than owning the full stack. Public markets are currently mixed on this layer.
Human System Impact
Cloud concentration affects pricing power, platform dependency, and who can build versus rent AI capacity. The market signal is mixed, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: MSFT, AMZN, GOOG, ORCL, BABA, BIDU, TCEHY
Data Centers
Physical compute campuses, leasing, capacity expansion, and operating constraints.
- Public market expression: mixed
- Market score: 43.7/100
- Spot / 5d: +1.5% / -3.4%
- 30d vs SPY: -2.7% vs +1.9%
- 90d vs SPY: +1.8% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session +1.5%; 5d relative: 2.5 percentage points behind SPY.
- Named official updates were captured from Equinix.
- Equinix: MEDIA ALERT: Equinix Sets Conference Call for Third-Quarter Results REDWOOD CITY, Calif. , Oct. 1, 2026 / PRNewswire / -- Equinix, Inc. (Nasdaq: EQIX), the world's digital infrastructure company ® , today announced that
AI System Impact
Data-center capacity determines how much of the AI buildout can be housed in the physical world. Public markets are currently mixed on this layer.
Human System Impact
Physical buildout affects local land, power, water, construction, and permitting politics. The market signal is mixed, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: EQIX, DLR, ORCL
Power
Grid access, power cost, contracted supply, and generation mix linked to AI demand.
- Public market expression: soft
- Market score: 39.7/100
- Spot / 5d: -1.1% / -7.3%
- 30d vs SPY: +3.7% vs +1.9%
- 90d vs SPY: -11.2% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session -1.1%; 5d relative: 6.4 percentage points behind SPY.
AI System Impact
Power remains the binding physical constraint because AI expansion needs real grid access and contracted supply. Public markets are currently soft on this layer.
Human System Impact
AI power demand can spill into utility politics, industrial policy, and local conflict over scarce infrastructure. The market signal is soft, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: CEG, GEV, NRG
Semiconductors
Advanced chipmakers and memory suppliers supporting the AI buildout.
- Public market expression: soft
- Market score: 30.5/100
- Spot / 5d: -2.5% / -11.1%
- 30d vs SPY: +1.3% vs +1.9%
- 90d vs SPY: +10.1% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session -2.5%; 5d relative: 10.2 percentage points behind SPY.
- Named official updates were captured from AMD.
- AMD: Introducing AMD Helion, Agentic AI Compute at Rack Scale News Highlights: AMD Helion lets customers tailor CPU core density, performance and power to agentic workloads, with CPU-only configurations for…... SANTA CLARA, C
- AMD: AMD to Report Fiscal Third Quarter 2026 Financial Results SANTA CLARA, Calif., Oct. 06, 2026 (GLOBE NEWSWIRE) -- AMD (NASDAQ: AMD) announced today that it will report fiscal third quarter 2026…... SANTA CLARA, Calif., Oc
AI System Impact
Chip supply still sets the speed limit for model training, inference, and infrastructure expansion. Public markets are currently soft on this layer.
Human System Impact
A chip-constrained system concentrates profit, leverage, and strategic risk in a small group of firms and regions. The market signal is soft, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: NVDA, AMD, TSM, MU, AVGO, QCOM, AMKR, MPWR, AXTI, SIVEF
Suppliers / Inputs
Equipment, tooling, and upstream inputs needed to expand chip capacity.
- Public market expression: soft
- Market score: 31.0/100
- Spot / 5d: -3.2% / -17.6%
- 30d vs SPY: +1.5% vs +1.9%
- 90d vs SPY: +0.6% vs +3.8%
- VIX: 16.9
What Changed
- Public basket check: latest session -3.2%; 5d relative: 16.8 percentage points behind SPY.
AI System Impact
Upstream tool and input supply determine how quickly chip capacity can expand. Public markets are currently soft on this layer.
Human System Impact
Tooling bottlenecks can widen gaps between firms and countries with direct access and those without it. The market signal is soft, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: ASML, AMAT, LRCX, KLAC, TER, LITE, COHR
Source event count: 135