📝 FOUNDER HANDWRITTEN NOTES // COMPLETE TRANSCRIPTION & ARCHIVE
This document preserves and cross-links the original handwritten notes captured by the Founder during early ideation of THE CLUB 1. These notes document the core strategy for targeting the divergent 18–25 audience and brainstorm 22 orthogonal vertical domains.
📄 Note Page 1: Divergent Audience Premise & Frontier AI Builders
Verbatim Transcription:
Age G 18:25
THE DIVERGENT PERSONA AUDIENCE
# To reach this specific group - Standard marketing will fail
(like the world seeks / seen) Eg: - Cicada
Why? -> Notoriously allergic to generic corporate outreach, buzzwords, sales funnels.
-> How to reach them?
(1) Frontier AI builders :-
Q) Who are they?
-> People building cutting edge AI, running autonomous agent networks,
tweaking reasoning models, and experimenting deep into night.
Q) Where to find them?
-> a) Hugging Face Spaces (a hub for ML demos) Top
b) AI/ML circles on X
c) arXiv (where new research papers are published)
d) Dedicated Discord servers focused on running local language models.
* e) Reddit
* f) LinkedIn
Q) How to reach them?
-> a) Lead with code, not hype - Show them actual benchmarks, raw codes
and working demos. (Gh Auth Login) + AGY
Vault Integration Links:
- 01.01 Frontier AI Builders
- 00.03 Anti-Marketing & The Cicada Doctrine
- Playbook - Hugging Face & Open Source Infiltration
📄 Note Page 2: Frontier AI (Cont.) & Quant / Algo Operators
Verbatim Transcription:
b) Help fix problems:
Go to their open-source Github repositories and contribute a fix,
improve documentation, or submit a pull request.
c) Discuss technical edge cases:
Join discussions on X or Discord and ask sharp questions about model,
architecture or inference speed.
(2) Quant / Algo Operators
Q) Who are they?
-> Programmers and mathematicians who build automated trading algorithms,
speed up financial order execution, and manage automated crypto liquidity.
Q) Where to find them?
-> a) Crypto Twitter (CT)
b) Quantitative finance forums like QuantConnect
c) Developer communities for high-speed programming languages like rust (C, C++)
d) Bloomberg pages
Q) How to reach them?
a) Focus on speed and numbers :-
They obsess over latency (saving microseconds) and financial efficiency.
Mentioning metrics and data gets their attention.
Vault Integration Links:
📄 Note Page 3: Quant (Cont.) & System / Low-Level Hackers
Verbatim Transcription:
b) Point-out real-world inefficiencies :-
Reach out, talk about a specific trade -> Smart contract.
Arbitrage opportunity where optimization could increase profits
or reduce execution time.
c) Share tools :-
Open-source utilities, backtesting tools, or data pipelines
immediately build credibility.
(3) System and Low-Level Hackers
Q) Who are they?
-> Engineers who build the foundation of computing, working close to hardware,
dealing with network kernels, security protocols and massive distributed systems.
Q) Where to find them?
-> Hacker News, trending pages on Github for languages like C, C++ and Rust,
and traditional developer chatrooms like IRC or Matrix.
Q) How to reach them?
-> a) Show, don't tell :-
Post project on Hacker news with clear architecture diagrams and a link
straight to the repository.
Vault Integration Links:
📄 Note Page 4: Systems (Cont.) & Obsessive Polymaths
Verbatim Transcription:
b) Talk about performance tradeoffs :-
Zero waste code (low memory usage, minimal overhead).
Discuss how a system handles edge cases or crashes.
c) Be present in developer channels :-
Answer hard technical questions on forums and IRC without pitching
or selling anything.
(4) Obsessive Polymaths
Q) Who are they?
-> Multi-disciplinary thinkers who combine very different fields -
like using brain science to improve trading models or combining chip
design with software architecture.
Q) Where to find them?
-> a) Long-form newsletters (Substack comments).
b) Specialized deep dive podcasts.
c) Niche online discussion boards.
Q) How to reach them?
-> a) Write-in depth essays :-
Publish well-researched, thoughtful / connecting two complex topics
and share it where they read.
Vault Integration Links:
📄 Note Page 5: Polymaths (Cont.) & Pencil Brainstorm Verticals
Verbatim Transcription:
b) Leave thoughtful critiques :-
Comment on their writing with well-reasoned feedback or additional perspectives.
c) Engage their curiosity :-
Give them an unconventional hard problem that requires crossing
multiple disciplines to solve.
[PENCIL BRAINSTORMED VERTICAL CLUSTERS]:
+ Music
+ Design
+ Sports
+ Psychology
+ Chemical
+ Pharmaceutical
+ Cyber Security
+ People
+ Clothing
+ Commodities
+ Supply Chain
+ Fashion
+ Automotive
+ Agriculture
+ Artist
+ History
+ Journalism
+ Nutritionist
+ Education
+ Event Manager
+ Traveler
+ Comic Nerds
Vault Integration Links:
- MOC - Cross-Domain Verticals
- Details on all 22 brainstormed vertical notes in
02 - Cross-Domain Verticals/