# ๐ŸŽฏ TOLZUL PHILOSOPHY OVERVIEW ## The Four Questions (Updated) 1. **๐Ÿข CAN?** โ†’ Learn new capabilities 2. **๐Ÿ… DEV?** โ†’ Develop core capabilities ([[bayes]], [[innovate]], [[operate]]) 3. **๐Ÿ™ FILL?** โ†’ Fulfill needs through [[๐Ÿ‘“education]] and [[๐Ÿ“œpapers]] 4. **๐Ÿ‘พ USE?** โ†’ Serve professors and students ## The Ergodic Flow ``` [[1_๐Ÿขacculturate-evaluate]] โ†’ [[2_๐Ÿ…professionalize-processify]] โ†’ [[3_๐Ÿ™collaborate-automate-platformize]] โ†’ [[4_๐Ÿ‘พsegment-replicate-capitalize]] โ†‘ โ†“ โ†โ†โ†โ†โ†โ†โ† User feedback sparks new learning โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ†โ† ``` ## 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_๐Ÿขacculturate-evaluate/PHILOSOPHY]] - [[PHILOSOPHY]] - [[3_๐Ÿ™collaborate-automate-platformize/PHILOSOPHY]] - [[4_๐Ÿ‘พsegment-replicate-capitalize/PHILOSOPHY]]