MLD ALPHA AI | Q3 2026 Update
ALPHA AI, Q3 2026 update

Demand didn't blink.
The price did.

Rates repriced the physical AI trade. The companies building it posted record numbers. What happened, what we did, and why we still like it.

October 21, 2026. Performance to September 30, 2026.
+18.04%

Since launch, November 21, 2025. Q3 gave back about 6%.Representative account, IRR, to September 30, 2026

4

Target changes on October 19. Two trims, two adds.Cash and cash equivalents held at about 15%

$46.7B

TSMC's record Q3 revenue, up 41%. Demand still above supply.TSMC, October 15, 2026

01

Two strong quarters, then a give-back

Q3 was the first negative quarter since launch: an oil shock, the first Fed hike since 2023, and a reset in chip valuations.

+18.04%
Since inception, Nov 21, 2025
+14.04%
Year to date, to Sep 30, 2026
-6.22%
Third quarter, Jul to Sep
~15%
Cash and cash equivalents

Quarterly returns, 2026

Return in each period, representative account, to September 30, 2026
+20%+10%0%-10%+10.64%+15.31%-6.22%Q1 2026Q2 2026Q3 2026
MLD Wealth, representative ALPHA AI account, money-weighted (IRR) returns by period. Quarterly figures are period returns and do not compound to the year-to-date figure. Past performance is not indicative of future results. Subject to compliance review.
02

Cash is a position, not a leftover

About 15% of ALPHA AI sits in cash and cash equivalents on purpose.

~15%
Cash and cash equivalents
Invested, about 85%Dry powder
Each dot is 1% of the portfolio. The light ones can be deployed without selling a single share.
Tactical

We built it over the summer when valuations ran ahead of earnings. It is a choice, not what was left over.

Purchasing power

If the chip reset deepens or rates force a wider correction, we can buy quality at better prices without selling anything.

Lower risk by design

Fifteen cents of every dollar is not exposed to the equity drawdown, and with the Fed hiking it earns a real yield while it waits.

03

It was the mortgage rate, not the house

When mortgage rates jump, the house does not change. What buyers can pay for it does. That is what happened to AI infrastructure.

3.75% to 4%
First Fed hike since 2023
0%5%Hiked Sept 16

Raised on oil-driven inflation. Next decision October 28.

Federal Reserve, Sep 16, 2026; CNBC
$100+
Crude back above $100
Jul 1Sep 30Brent +42% in Q3

Yields and the U.S. dollar followed. Illustrative path.

Bloomberg, Chase Markets, Sep to Oct 2026
~$1T
Lost by chip stocks in six sessions
Day 1Day 6SOX about -10%

Rates, valuations and data centre debt costs. Illustrative shape.

Bloomberg, Oct 14, 2026

Inside the portfolio: compute and utilities fell, pipelines rose, copper held. The structure was built for exactly this.

04

Meanwhile, the builders posted record numbers

A thesis about physical scarcity lives or dies on physical demand. October delivered.

68%
of TSMC sales from AI and high-performance computing
$46.7BQ3 revenue, +41%

Net income up 69%. Full-year growth raised to about 44%.

TSMC Q3 2026, Oct 15
~$2B
a day on AI infrastructure, weekends included
MTWTFSS$14B a week

Big four cloud capex guided at $720B to $745B for 2026.

Company guidance; Fortune, FT
5x
faster than the rest of the grid
Data centresAll power+17%+3%

Data centre electricity use in 2025 versus total demand growth.

IEA, April 2026
100,000
homes. The power draw of one 100 MW data centre.

Each dot is 1,000 homes. New campuses are planned in gigawatts, ten times this.

IEA, Energy and AI

Big four cloud capital spending

Amazon, Microsoft, Alphabet, Meta. USD billions.
$0$400B$720B~$410B~$732B2025 actual2026 guidance+79%
2026 guidance midpoints from company releases through Q2 2026, compiled by Fortune and the Financial Times. Definitions vary. Q3 reports in late October may move these figures.

Global data centre electricity demand

Terawatt-hours per year
20242030, IEA baseJapan today415 TWh~945 TWh, double~920 TWh
IEA, Energy and AI (2025) and Key Questions on Energy and AI (April 2026). The IEA notes 945 TWh is slightly more than Japan's total consumption today. Japan bar is an illustrative scale.
05

The bottlenecks are getting tighter, not looser

A chip is outdated in three years. A turbine runs for thirty. A transmission line for fifty. Slow to build means valuable to own.

$176B
Turbines booked years ahead
Q2 2025Q2 20262027 goal$129B$176B$200B

116 gigawatts of turbines ordered or reserved, pricing up more than 20%. Like booking a restaurant that is full for two years.

GE Vernova Q2 2026 results
2.25 GW
America is un-retiring reactors
Three Mile IslandPalisadesDuane Arnoldabout 2 million homes

Washington is lending up to $4.4 billion to restart three shuttered plants. Microsoft and Google are buyers.

Associated Press, Oct 16, 2026
$6.17
Copper, realized price per pound
Q2 2025Q2 2026$4.54$6.17+36%

With its largest mine at half capacity. A data centre is a copper mine in reverse.

Freeport Q2 2026 results via Reuters
Rates change what investors will pay for the future. They do not change the fact that the future has to be built.
06

The October rebalance

Four target changes on October 19. Take profit where positions grew past target, add where quality was marked down with the group. Nothing new.

Trimmed

AMD

Target 6.5%. Was more than a point over.

Up roughly 180% this year to a record in September. The OpenAI deployment is real, but the stock had priced it. We took gains in our most crowded name.

7.4%6.2%
Added

Applied Materials

Target 3.5%. Rebuilt after the July trim.

Sold 40% near $738 in July, bought back near $414. ASML reported record sales and raised its outlook the same week.

2.8%3.3%
Trimmed

Freeport-McMoRan

Target 6.5%. Was the largest position in the sleeve.

Copper was two points over target after a strong run. We trimmed the drift, not the thesis. Grasberg recovery into 2027 is upside we keep.

7.6%6.6%
Added

BWX Technologies

Target 3.25%. Was the most underweight nuclear name.

Naval reactors, government fuel, reactor components. Revenue that does not move with power prices, spot uranium or the Fed.

2.4%3.3%

Grey bar is the weight before the trade, blue or black is after, at the October 19 close. We also closed a small spinoff position received from an existing holding.

Where the portfolio sits today

Portfolio weight by sleeve, October 19, 2026. Rounded.
22%17%15%14%13%11%5%3%AI compute and equipmentPower and gridCash and cash equivalentsPipelines and gas infrastructureNuclear and uraniumCopperLithiumRare earths
AI compute and equipment22%
Power and grid17%
Cash and cash equivalents15%
Pipelines and gas infrastructure14%
Nuclear and uranium13%
Copper11%
Lithium5%
Rare earths3%
MLD Wealth, ALPHA AI model as of October 19, 2026. Eaton shown within Power and grid. Weights vary by account and move daily with prices.
07

Why we still like it

AI is a software story sitting on a construction story. Software scales without building much. The physical layer cannot. That is what we own. We call it HALO: Heavy Assets, Low Obsolescence.

H
HeavyCapital-intensive and slow to build

Reactors, turbines, pipelines, mines. Hard to copy, impossible to download.

A
AssetsReal things with lives measured in decades

A chip is written off in about three years. The plant that feeds it runs for sixty.

AI chipGas turbineTransmission lineReactor3 yrs30 yrs50 yrs60+ yrs
L
LowLow risk of being replaced

Copper does not get a new version. Uranium is not disrupted by a software update.

29CuCopper92UUraniumNo version 2.0
O
ObsolescenceThe risk software carries and infrastructure does not

Scarcity rewards whoever already holds the capacity. We want to be at the front of the line, not in it.

ALPHA AIeveryone who needs it next
What worked

Compute drove the first half. Copper and pipelines carried Q3. Cash kept the drawdown contained.

What has not

Lithium and rare earths lagged. Both are small. We are reviewing lithium sizing, not adding into weakness.

What we are not doing

Not chasing the chip selloff. Rates do not resolve in a week. We deploy in stages.

This is about discipline,
not prediction.

We are not chasing what has worked just because it has been strong, and we are not abandoning other areas because leadership has been narrow. Volatility is something you manage, not something you eliminate.

Questions about how ALPHA AI fits your picture?

Sizing, the rebalance, or what we are watching into year-end. Happy to compare notes.

MLD Wealth
Calgary  |  Toronto  |  Vancouver

About the ALPHA AI performance data on this page. Returns reflect a representative ALPHA AI account, money-weighted (IRR) returns by period, to September 30, 2026. Inception November 21, 2025. Individual account returns will differ depending on the timing of contributions, withdrawals and fees. Past performance is not indicative of future results.

Companies are referenced to explain portfolio activity and are not recommendations. Third-party data is sourced from TSMC, GE Vernova and Freeport-McMoRan company reports, the International Energy Agency, the Federal Reserve, the Associated Press, Bloomberg, Reuters, Fortune and the Financial Times, and is approximate and subject to revision. Charts marked illustrative show shape, not precise data. Forward-looking statements involve uncertainty and may not be realised. Views are those of MLD Wealth as of October 21, 2026 and are subject to change without notice.

This material is for general information only and does not constitute investment, tax or legal advice, nor an offer or solicitation to buy any security. Wealth management services are provided through a CIRO regulated firm and member of the Canadian Investor Protection Fund. Subject to compliance review.