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: 44.0/100
- Spot / 5d: +0.0% / -1.1%
- 30d vs SPY: +0.4% vs -0.1%
- 90d vs SPY: -1.0% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 1.8 percentage points behind 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: 54.3/100
- Spot / 5d: +0.0% / +1.5%
- 30d vs SPY: +3.6% vs -0.1%
- 90d vs SPY: +27.7% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 0.7 percentage points ahead of SPY.
- Named official updates were captured from Google.
- Google: We are expanding our AI & Economy team with world-class academic advisors, fellows, and core internal researchers.
- Google: We’re moving beyond traditional text translation to build models that understand the world’s rich, living languages exactly as they are expressed.
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: 46.1/100
- Spot / 5d: +0.0% / -0.8%
- 30d vs SPY: +1.9% vs -0.1%
- 90d vs SPY: +0.7% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 1.5 percentage points behind SPY.
- Named official updates were captured from OpenAI.
- OpenAI: Chatham Financial uses Codex and GPT-5.6 to build technology and redesign workflows, cutting trade validation from 30 minutes to under 4. Chatham Financial uses Codex and GPT‑5.6 to build technology and redesign workflow
- OpenAI: Learn how startups can choose GPT-6 models, tune reasoning effort, improve prompts and skills, coordinate tools, and prepare workflows for production. Practical tips for getting the best results from GPT‑6 models while m
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: soft
- Market score: 41.3/100
- Spot / 5d: +0.0% / +0.3%
- 30d vs SPY: -4.1% vs -0.1%
- 90d vs SPY: -0.5% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 0.4 percentage points behind SPY.
- Named official updates were captured from AWS.
- AWS: The AWS MCP Server is now available in six additional AWS Regions: Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Tokyo), Europe (Ireland), Europe (London), and US West (Oregon). The AWS MCP Server, part
- AWS: Amazon Bedrock AgentCore Gateway now supports TLS certificates signed by private certificate authorities (CAs) on MCP, OpenAPI, and HTTP proxy targets. This feature enables you to connect securely to gateway targets that
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 soft 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 soft, 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: 45.4/100
- Spot / 5d: +0.0% / +1.8%
- 30d vs SPY: -5.5% vs -0.1%
- 90d vs SPY: +1.8% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 1.1 percentage points ahead of 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
- Equinix: Equinix Names DD Dasgupta as Chief Marketing Officer Technology and infrastructure veteran has led ambitious expansion of Equinix solution portfolio since 2024 REDWOOD CITY, Calif., Sept. 10, 2026 /PRNewswire/ -- Equinix
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: 42.9/100
- Spot / 5d: +0.0% / +1.3%
- 30d vs SPY: -2.3% vs -0.1%
- 90d vs SPY: -15.4% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 0.6 percentage points ahead of 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: mixed
- Market score: 44.9/100
- Spot / 5d: +0.0% / +5.7%
- 30d vs SPY: +21.8% vs -0.1%
- 90d vs SPY: +16.3% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 5.0 percentage points ahead of SPY.
- Named official updates were captured from AMD.
- AMD: AMD to Acquire World Labs to Advance the Future of AI Compute Acquisition brings leading AI model research expertise to AMD, helping to shape future AI infrastructure and strengthen the open AI ecosystem SANTA…... SANTA
AI System Impact
Chip supply still sets the speed limit for model training, inference, and infrastructure expansion. Public markets are currently mixed 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 mixed, 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: firm
- Market score: 58.3/100
- Spot / 5d: +0.0% / +10.1%
- 30d vs SPY: +19.5% vs -0.1%
- 90d vs SPY: +16.3% vs +2.4%
- VIX: 15.3
What Changed
- Public basket check: latest session +0.0%; 5d relative: 9.4 percentage points ahead of SPY.
AI System Impact
Upstream tool and input supply determine how quickly chip capacity can expand. Public markets are currently firm 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 firm, so the wider consequence remains tied to whether capital keeps flowing.
Market basket tickers: ASML, AMAT, LRCX, KLAC, TER, LITE, COHR
Source event count: 147