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CAF Finance Case Study 07/25/2026

The application of CAF to investing

By Jesse LeePublished 2 months ago • 3 min read
CAF Finance Case Study 07/25/2026
Photo by Arturo Añez on Unsplash

CAF Financial — Saturday Research Mode

Weekly Constitutional Review (Markets Closed)

Mission: Maximize Return on Life (ROL) through disciplined capital allocation, evidence-based reasoning, and preservation of financial freedom.

Executive Constitutional Verdict

Facts

This week reinforced an important theme:

  • AI infrastructure demand remains strong.

  • Markets have become more selective about valuation.

  • Strong earnings alone are no longer sufficient; investors increasingly require evidence of monetization, margins, and capital efficiency.

Constitutional Verdict

No constitutional amendments to the Foundation Portfolio are warranted this week.

The evidence strengthens the existing thesis rather than replacing it.

Pillar I — Foundation Portfolio

Current Foundation

Holding

Conviction

Market Disagreement

Constitutional Status

VRT

9.6

8.8

Hold

GOOGL

9.4

9.2

Hold

UNH

8.7

8.5

Hold

Thesis Review

VRT

Bull Thesis

  • AI infrastructure demand remains robust.

  • Data-center power and cooling remain bottlenecks.

  • Physical AI continues expanding infrastructure requirements.

Challenge

Valuation expectations remain elevated.

Reality

Nothing this week materially weakens the long-term thesis.

Verdict

Conviction unchanged.

GOOGL

The investment question is becoming less:

Can Google build AI?

and more:

Can Google monetize AI?

That is the correct question.

Next week’s earnings become a constitutional checkpoint.

No thesis change yet.

UNH

Healthcare demand remains durable.

The debate remains medical-cost trends versus long-term earnings power.

The thesis survives.

Pillar II — Tactical Engine

Markets are closed.

No tactical execution recommendations.

Research focus:

  • AI monetization

  • Earnings quality

  • Guidance revisions

  • Capital expenditure discipline

Pillar III — Financial Health Dashboard

Constitutional Liquidity Reserve

Status:

Healthy

Reserve remains comfortably above the constitutional target.

No evidence currently supports reducing liquidity merely to increase market exposure.

Capital Allocation

Current constitutional priorities remain:

  1. Preserve freedom.

  2. Improve Foundation quality.

  3. Deploy only when opportunity cost justifies deployment.

Pillar IV — Capital Allocation Engine

Burden of Proof Review

Existing Foundation

No company failed the Burden of Proof Rule.

Waiting List Review

TSM

Evidence strengthened.

Demand remains exceptional.

Raised capital expenditure reinforces long-term AI infrastructure demand despite recent share-price volatility.

Status:

Remain Waiting List

COST

No constitutional change.

Still an exceptional business.

Still waiting for valuation.

BRK.B

No change.

Still among the highest-quality allocators of capital.

Visa

No change.

Outstanding economics.

Premium valuation persists.

Microsoft

No change.

Evidence still supports Foundation candidacy.

Need continued review of AI monetization relative to investment spending.

Jesse Alpha 50 now CAF Finance

No additions.

No removals.

Pillar V — Portfolio Review Committee

Annual Election (Interim)

If beginning from cash today:

Company

Re-Elected?

VRT

Yes

GOOGL

Yes

UNH

Yes

GLD

Yes

SLV

Yes

IONQ

Yes

SERV

Yes

CMPS

Yes

SYM

Yes

No incumbent lost constitutional standing.

Asymmetry Lab

IONQ

Evidence:

Still speculative.

Still among the strongest quantum candidates.

No promotion.

SERV

Physical AI continues progressing.

Still appropriate.

CMPS

Scientific uncertainty remains.

Position sizing remains appropriate.

SYM

Warehouse automation thesis unchanged.

Continue monitoring execution.

Pillar VI — Freedom Dashboard

Constitutional Liquidity

Healthy.

Financial Freedom Progress

No deterioration.

Optionality

Excellent.

Liquidity continues preserving strategic flexibility.

Capital Heat Map

High Conviction

🟢 GOOGL

🟢 VRT

🟢 TSM (Waiting List)

Medium Conviction

🟡 UNH

🟡 Visa

🟡 Microsoft

🟡 Berkshire Hathaway

🟡 Costco

Speculative

🟠 IONQ

🟠 SERV

🟠 CMPS

🟠 SYM

Market Disagreement Scores

Company

Score

Interpretation

VRT

8.8

Strong business, market reassessing AI valuation rather than fundamentals.

GOOGL

9.2

Strong fundamentals with AI monetization questions creating opportunity if execution remains solid.

UNH

8.5

Healthcare cost concerns continue to weigh on sentiment despite durable business characteristics.

TSM

9.0

Demand evidence remains strong while semiconductor sentiment has weakened.

MSFT

8.0

Massive AI investment program requires continued monetization evidence.

COST

6.8

Outstanding business, but little disagreement between quality and valuation.

BRK.B

7.5

Consistently strong capital allocation with relatively balanced market expectations.

Visa

7.3

Exceptional economics, though premium valuation limits disagreement.

Unresolved Questions

These are the questions that deserve the most attention before any future capital allocation:

  1. Can Alphabet demonstrate accelerating AI monetization alongside continued infrastructure investment?

  2. Will the market continue separating AI infrastructure winners from companies whose AI spending lacks visible returns?

  3. Has the semiconductor selloff become a valuation reset rather than a demand problem?

  4. Does Microsoft’s AI investment begin producing measurable operating leverage over the coming quarters?

  5. Are physical AI companies transitioning from narrative to durable commercial execution?

Constitutional Closing

Facts

  • AI infrastructure demand remains robust.

  • Markets are rewarding execution more than narrative.

  • Your Foundation Portfolio remains constitutionally intact.

Estimates

  • The current evidence favors patience over expansion.

  • The strongest potential future Foundation additions remain TSM, Microsoft, Berkshire Hathaway, Visa, and Costco, but none have yet met the Burden of Proof for admission at current valuations.

CAF Financial Verdict

This week’s evidence does not support changing the architecture of the portfolio.

The constitutional objective remains unchanged:

Preserve freedom. Demand evidence. Allocate capital only when quality, valuation, portfolio architecture, and opportunity cost align.

That process continues to optimize Return on Life, not merely portfolio returns.

investing

About the Creator

Jesse Lee

Jesse Lee is a comedian and writer that investigates ordinary experiences until they reveal extraordinary truths about being human.

socials:

IG: https://www.instagram.com/jesseleejokes/#

FB: https://www.facebook.com/jesseleeentertains/

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    Written by Jesse Lee