How the books weight the signals
The same engine, tuned per book: each book's walk-forward tuner learns its own pillar emphasis and exit distances from its own universe. Position sizing stays private, and the live Track Record pages are the only performance claim here.
United States
| Book | Decided by | Tuned | Trend | Momentum | Volatility | Breakout stop | Pullback stop | Mean-rev stop | |
|---|---|---|---|---|---|---|---|---|---|
| US Main | Manual | 2026-05-29 | 0.369 | 0.217 | 0.414 | 3.11 | 1.18 | 0.72 | Method |
| AI · US Tech | AI 🤖 | 2026-05-20 | 0.503 | 0.310 | 0.187 | 2.54 | 2.19 | 1.33 | Method |
| AI · US Semiconductors | AI 🤖 | 2026-06-01 | 0.457 | 0.193 | 0.350 | 3.76 | 1.07 | 0.62 | Method |
| AI · US Space | AI 🤖 | 2026-05-30 | 0.491 | 0.231 | 0.278 | 3.64 | 2.12 | 1.13 | Method |
| AI · Berkshire Mirror (inherits US) | AI 🤖 | 2026-05-29 | 0.369 | 0.217 | 0.414 | 3.11 | 1.18 | 0.72 | Method |
| Sector ETFs (inherits US) | Manual | 2026-05-29 | 0.369 | 0.217 | 0.414 | 3.11 | 1.18 | 0.72 | Method |
Hong Kong
| Book | Decided by | Tuned | Trend | Momentum | Volatility | Breakout stop | Pullback stop | Mean-rev stop | |
|---|---|---|---|---|---|---|---|---|---|
| Hong Kong Main | Manual | 2026-06-08 | 0.506 | 0.379 | 0.115 | 2.53 | 1.84 | 1.57 | Method |
| AI · HK Tech | AI 🤖 | 2026-06-23 | 0.446 | 0.411 | 0.143 | 3.08 | 1.08 | 0.59 | Method |
| AI · HK Financials | AI 🤖 | 2026-06-08 | 0.449 | 0.350 | 0.201 | 2.57 | 2.42 | 0.83 | Method |
| AI · HK Leveraged ETFs (inherits HK) | AI 🤖 | 2026-06-08 | 0.506 | 0.379 | 0.115 | 2.53 | 1.84 | 1.57 | Method |
| AI · HK Semiconductors | AI 🤖 | 2026-06-22 | 0.495 | 0.386 | 0.119 | 3.94 | 2.08 | 1.00 | Method |
Singapore
| Book | Decided by | Tuned | Trend | Momentum | Volatility | Breakout stop | Pullback stop | Mean-rev stop | |
|---|---|---|---|---|---|---|---|---|---|
| Singapore Main | Manual | 2026-05-31 | 0.402 | 0.214 | 0.384 | 3.15 | 1.24 | 0.96 | Method |
| AI · SG REITs (inherits SG) | AI 🤖 | 2026-05-31 | 0.402 | 0.214 | 0.384 | 3.15 | 1.24 | 0.96 | Method |
| AI · SG Blue Chips (inherits SG) | AI 🤖 | 2026-05-31 | 0.402 | 0.214 | 0.384 | 3.15 | 1.24 | 0.96 | Method |
| AI · SG Mid/Small Cap | AI 🤖 | 2026-06-21 | 0.478 | 0.313 | 0.209 | 3.90 | 2.35 | 0.80 | Method |
Engine defaults are trend 0.40 / momentum 0.30 / volatility 0.30; stop distances are in ATR multiples. Each book's Method page shows its full parameter set.