Real Analysis Process¶
Part 3 Mission
Systematize the public analysis processes of top hedge funds / Buffett / Druckenmiller, so you can copy them. 99% of retail investors don't lose due to information — it's the process. This Part teaches 5 sets of processes, all based on public sources (shareholder letters / podcasts / 13F / public speeches), with 0 paid citations.
Part 3 Backbone — 5 Independent Tools
Each chapter is 1 independent tool. They don't depend on each other — finish 1 chapter and you can use 1 set. But using all 5 in combination yields the strongest effect (this is how institutional risk committees actually operate).
5-Chapter Map (Recommended Learning Order)¶
| # | Title | Core One-Liner | What You Can Do After | Estimated Time |
|---|---|---|---|---|
| C1 | Real Hedge Fund AI Analysis Process | Analyzing AI isn't about Twitter — 6 months of research, 24 months of holding | Copy Coatue / Druckenmiller's 5-step process | 1 hr |
| C2 | Real Buffett-Style AI Analysis | Buy what you understand + moat + reasonable price, hold for 10 years | Use Buffett's 5 steps to filter long-term holds | 1 hr |
| C3 | Real Process for Finding Industry Bottlenecks | Bottlenecks move 6 months before stock prices | 5 steps to find the next AI bottleneck, leading edge | 1 hr |
| C4 | Multi-PM Perspective (Value/Growth/Macro) | Disagreement across 3 perspectives = something missing in your thesis | Run 3-perspective sanity check + determine position size | 1 hr |
| C5 | Real Anti-thesis Writing | Not writing the strongest counterargument = single-perspective thesis | Write explicit anti-thesis + invalidation triggers | 1 hr |
Total Time: ~5 hours of focused reading (1 weekend).
5-Tool Scenario Matching¶
| Scenario | Which Tool to Use |
|---|---|
| I want to know if a stock is worth long-term holding | C2 Buffett 5 steps |
| I just found a stock, how do I research it | C1 Hedge Fund 5 steps + C3 Find Bottleneck |
| I'm unsure about position size | C4 Multi-PM Perspective Synthesis |
| I'm already long, how do I monitor exit | C5 Anti-thesis + Invalidation Triggers |
| I want to find the next stock | C3 Find Bottleneck (top-down) + C2 Buffett Filter (bottom-up) |
0 Paid Citations — All Public Sources¶
| Source Type | Examples | Free? |
|---|---|---|
| Shareholder Letters / Quarterly Letters | Buffett / Howard Marks / Ackman | ✓ Completely free |
| Podcasts | Lex Fridman / Acquired / All-In / Invest Like the Best | ✓ Completely free |
| Public Speeches | Coatue Goldman Sachs Conference / Munger Daily Journal | ✓ Free on YouTube |
| 13F Holdings | Whalewisdom / Dataroma | ✓ Free tier |
| SEC EDGAR | 10-K / 10-Q / 13F | ✓ Completely free |
| Company IR | Investor Day decks / earnings transcripts | ✓ Completely free |
| Motley Fool Transcripts | Free 1-2 days after earnings | ✓ Completely free |
| Academic Blogs | Aswath Damodaran (NYU) | ✓ Completely free |
0 instances of SemiAnalysis / Stratechery / The Information paid quotes / paid substack citations. Using only these free sources for the first 6 months already puts you ahead of 90% of retail investors.
Recommended Pace — 5 Days Split¶
Day 1 ·
P3-C1 · Hedge Fund Process¶
Coatue / Druckenmiller's 5-step public process (screening → deep dive → build → hold → exit)
Day 2 ·
P3-C2 · Buffett 5 Steps¶
Circle of competence + moat + price + management + long-term holding. AAPL real case + AI adaptation
Day 3 ·
P3-C3 · Find Industry Bottlenecks¶
HBM 2023-2024 timeline — leading signals 6-12 months before stock prices
Day 4 ·
P3-C4 · Multi-PM Perspective¶
Value / Growth / Macro 3 PM types synthesis, consensus vs. disagreement → position sizing
Day 5 ·
P3-C5 · Anti-thesis¶
Force yourself to write the strongest counterargument + invalidation triggers — the single most powerful tool for solo investors
What You Can Do After Part 3 (Self-check)¶
- Copy Coatue / Druckenmiller's 5-step process to research any AI stock
- Use Buffett's 5 steps to filter 1-2 true long-term holds
- Identify the next industry bottleneck candidate (HBM4 / CPO / Liquid Cooling / Power / 2nm)
- Run 3 perspectives (Value / Growth / Macro), synthesize to determine position size
- Write explicit anti-thesis + invalidation triggers + exit action
All 5 ✓ → Go to Public Real Cases. Any ✗ → Return to the corresponding chapter to fill the gap.
Part 3 Relationship with Other Parts¶
| Part | What It Gives You | How Part 3 Uses It |
|---|---|---|
| Industry Knowledge | Understanding of 6 major AI industry blocks | C3 Find Bottleneck uses industry map; C5 Anti-thesis uses 5 winter checklist |
| AI Investing | 4-dimensional thesis framework | C4 Multi-PM perspective fills into thesis yaml |
| Public Cases | Part 3 tools dissect cases | C1-C5 run on real cases |
| Further Reading | Full map of free sources | Which book / which podcast to learn which PM |
5 Processes Public ≠ Simple
All sources are public, but actually doing 1 takes 3-6 months (Step 2 deep dive). 99% of retail investors lose here — not because they can't, but because they don't want to spend the time.