T·VTEV CAPITAL Free letters ↗

INDEPENDENT TECHNOLOGY RESEARCH

Technology research
for investors & their agents.

Independent analysis of technology companies, competitive position, and capital allocation. Read the investment brief, or license the underlying research corpus for your own AI workflows.

Explore four complete samples below. Full library subscriptions are paid. Substack remains the free publication.

TEV CAPITAL / COMPANY NOTE22 OCT 2026

META PLATFORMS · AI & DIGITAL ADVERTISING

Agentic AI: strategic option, unproven profit pool

INVESTMENT VIEW

Meta’s distribution and advertising engine give it a credible route to monetize AI. Standalone agent economics remain unestablished.

POSITIONAdvantaged
KEY VARIABLECost per task
WATCHRetention · monetization
THESIS & EVIDENCERISKS & MONITORING POINTS
01COMPANY RESEARCH · FOR YOU AND YOUR AISCROLL TO EXPLORE ↓

THREE WAYS TO SUBSCRIBE

Choose how you
want to use the work.

Choose company research for you, research files for your AI, or Complete Access to both libraries with tech ETF coverage included as it launches.

01 FOR YOU
TEVEDITORIAL2
pp

THE HUMAN-READABLE EDITION

Research
articles

A polished, concise article that gets to the question, weighs the evidence, and tells you what would change the conclusion.

  • Clear thesis and direct answer
  • Key financial and operating evidence
  • Risks, scenarios, and next checkpoints
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02 FOR YOUR AGENT
RESEARCH FILES · .TXT

# Claims vs. verified reality

01 Evidence and source references

02 Key data and derived figures

03 Counterevidence and caveats

04 Unresolved questions

PLAIN TEXTAGENT-READABLE

THE UNDERLYING RESEARCH CORPUS

Agent research
library

Access the source research as readable .txt files. Download quarterly company research and give it to your own AI tool. Historical coverage begins in Q1 2023, with new quarterly updates.

  • Research trail and source map
  • Claims, counterevidence, and caveats
  • Assumptions, key data, and unknowns
Subscribe to the agent library ↗
03 COMPLETE ACCESS
PDF + TXTOne subscription.
Both libraries.

FOR YOU AND YOUR AI

Complete
Access

Company research in both formats, with technology ETF research included at no additional charge as reports are published.

  • All Research Articles in PDF
  • Full Agent Research Library in TXT
  • Tech ETF reports + agent files · coming soon
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CHOOSE YOUR RESEARCH ACCESS.US$9.99 per individual plan · US$19.98 Complete Access.

READ BEFORE YOU SUBSCRIBE

Free research samples

Download two complete articles and their corresponding AI-agent research files. No account or payment required.

01 CAPITAL ALLOCATION

SpaceX Is Undergoing a Massive Transformation

Starlink is the established earnings anchor. Can the new AI and software buildout earn returns before the cash cushion runs down?

Q3 2026FREE PDF + TXT
02 AGENTIC AI

Is Meta the Winner of the Agentic AI Race?

AI is improving Meta’s ad engine. Muse has early adoption. Cost per task, retention, and monetization still determine whether agents become a profitable business.

Q3 2026FREE PDF + TXT
FOUR COMPLETE FILES · FREESUBSCRIBE FOR THE FULL LIBRARY AND FUTURE RELEASES.

ONE PROCESS. TWO OUTPUTS.

From source work
to a usable answer.

The article is the editorial judgment. The repository keeps the research trail available for closer inspection by you or your AI agent.

THE RESEARCHEvidence
& analysis
Sources · data · caveats
01Editorial briefRead by you
02Plain-text filesRead by your agent
TWO FORMATS · COMPLETE ACCESS AVAILABLE

FOUNDING ACCESS

Your research.
Your choice of access.

Research Articles and the Agent Research Library are US$9.99/month each. Complete Access combines both for US$19.98/month, with tech ETF coverage included as it launches. Existing subscribers to both individual plans receive the same ETF benefit.

Get free letters on Substack ↗Free letters remain on Substack. Beyond these four free samples, the research libraries and future releases are for paid members.

ABOUT TEV CAPITAL

Follow the economics
beneath the headline.

TEV Capital studies AI infrastructure and adjacent markets: the companies, capital, and operating constraints shaping what happens next. Coverage focuses on large technology platforms, semiconductors, memory, and hardware. Upcoming ETF research will connect these company developments to selected technology funds. Reported facts, estimates, management claims, and open questions are kept distinct.

TEV
CAPITAL