# ๐ฏ TOLZUL PHILOSOPHY OVERVIEW
## The Four Questions (Updated)
1. **๐ข CAN?** โ Learn new capabilities
2. **๐
DEV?** โ Develop core capabilities ([[bayes]], [[innovate]], [[operate]])
3. **๐ FILL?** โ Fulfill needs through [[๐education]] and [[๐papers]]
4. **๐พ USE?** โ Serve professors and students
## The Ergodic Flow
```
[[1_๐ขacculturate-evaluate]] โ [[2_๐
professionalize-processify]] โ
[[3_๐collaborate-automate-platformize]] โ [[4_๐พsegment-replicate-capitalize]]
โ โ
โโโโโโโ User feedback sparks new learning โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
```
## Chain Links
- **Chain 1 โ 2**: Validated learnings become core capabilities
- **Chain 2 โ 3**: Core capabilities enable education/papers
- **Chain 3 โ 4**: Deliverables reach professors/students
- **Chain 4 โ 1**: User feedback identifies learning needs
## Daily Practice
Check [[TOLZUL_GUIDE]] for daily chain assignment
## Key Files
- [[four_chains_control_tower.canvas]] - Visual overview
- [[ergodic-diagnostics]] - Track chain balance
- Chain philosophies:
- [[1_๐ขacculturate-evaluate/PHILOSOPHY]]
- [[PHILOSOPHY]]
- [[3_๐collaborate-automate-platformize/PHILOSOPHY]]
- [[4_๐พsegment-replicate-capitalize/PHILOSOPHY]]