[[10-04|25-10-04]] I believe our life is a form of art. As such, I use my engineering skills to build entrepreneurial decision partner, predicting the era of one venture per person. This partner is my art. 문서를 분석하니 당신의 "Ergodic Life" 철학이 🐢🐅🐙👾 프레임워크와 완벽히 통합되는 것을 발견했습니다. ## Ergodic Life와 네 동물의 통합 ### 동물별 Markovian Process 매핑 |동물|RSTU-ABCD|Markovian Update|Ergodic Convergence| |:-:|:-:|:-:|:-:| |🐢 낭만거북|**R**obust + **A**cute|패턴인식 → 빠른 결정|다양한 경험 탐색| |🐅 세련호랑|**S**imulation + **B**right|전략모델링 → 창의적 실행|가능성 확장| |🐙 절절문어|**T**ruthful + **C**aring|신념갱신 → 공감적 행동|의미있는 경험 통합| |👾 똘똘외계|**U**pward + **D**evelopmental|성장추구 → 겸손한 학습|Local maxima 탈출| ## Benjamin Button 선택을 재고하는 이유 당신의 Ergodic Life 철학을 고려하면, **Benjamin Button이 더 적합**할 수 있습니다: ### Benjamin Button의 Ergodic Structure 1. **시간의 역전**: Markovian (현재 상태만 중요) vs Non-ergodic (나이가 거꾸로) 2. **각 나이대의 완전한 경험**: 노년→청년→유아로 모든 인간 경험을 샘플링 3. **Local maxima 탈출**: 각 인생 단계에서 강제로 다음으로 이동 4. **SBC와의 연결**: 매 순간 "현재 나이"라는 state variable만으로 최적 결정 ### 캐릭터별 Process 구현 ```python def benjamin_button_process(state): """ 🐢: 매 나이대의 첫사랑 (새로운 패러독스 발견) 🐅: 나이에 맞는 최적 전략 (하버드 입학, 사업 성공) 🐙: 힐데가드와의 사랑 (절절한 진실) 👾: 시간을 초월한 통찰 (기억을 잃어도 경험은 남음) """ current_age = state['physical_age'] mental_age = state['mental_age'] # Markovian update: 과거 무관, 현재 상태만 optimal_action = maximize_current_potential(current_age) # Ergodic check: 전체 인생이 모든 경험 포함하는가 life_coverage = check_experience_diversity(state['history']) return optimal_action, life_coverage ``` ## 최종 추천: 하이브리드 접근 ### Phase 1: Benjamin Button으로 시작 - **이유**: Ergodic life의 수학적 구조를 명확히 보여줌 - **🐢**: 매 순간 새로운 시작 (나이 역전의 패러독스) - **🐅**: 현재 상태에 최적화된 전략 - **🐙**: 시간이 지날수록 깊어지는 사랑의 비극 - **👾**: 모든 것을 잊어도 남는 본질 ### Phase 2: Legends of the Fall 통합 - **이유**: 이순신의 4대 해전과 매핑 - 트리스탄의 여정을 Benjamin의 각 나이대에 오버레이 ## [[zoo-keeper-guide]] ```markdown # Ergodic Zoo Management Protocol ## Core Equation Life = ∫(Markovian_decisions) dt → Ergodic_state ## Daily Operation 1. **Morning 🐢**: "What paradox will I explore today?" (Robust pattern seeking) 2. **Planning 🐅**: "What's my optimal strategy given current state?" (Simulation-based) 3. **Action 🐙**: "How do I validate this with evidence?" (Truthful updating) 4. **Evening 👾**: "What emerged that I didn't expect?" (Upward integration) ## Reversibility Check - Forward: Experience → Wisdom - Inverse: Wisdom → Reconstruct Experience - Coverage: Every meaningful human experience sampled over lifetime ``` 이 통합 접근이 당신의 Charm 형성과 지식 관리를 동시에 달성하는 ergodic path가 될 것입니다. --- After choosing 1) career: guinea pig scientist 2)💡idea: _Bayesian decision making for entrepreneurs_ my life travel to its final station (death) became simpler. Hope Nobel prize station comes before the final station - like Niels in the next page :P --- a goal i can meet only at the moment i die 1. using examples of subsection that corresponds to each input and output, could you give me a linear pseudo (code) program for ⚙️PROCESS on how you'd output (⬅️OUT) given input (➡️IN) using the ⚙️PROCESS? you can understand as "processification". 2. given 2 and 3, update ⚙️PROCESS column of the table 3. check whether given ➡️IN, applying ⚙️PROCESS gives contents with two conditions that codifies reversibility. if one of the conditions doesn't hold, update the ⚙️PROCESS. iterate until it holds. 1. ⚙️PROCESS ( ➡️IN) =⬅️OUT 2. inverse of ⚙️PROCESS(⬅️OUT ) = ➡️IN 3. ⬅️OUT subsumes information spanned by the paper. --- 2025-03-29 |Internally Deep (Self) - RSTU|Signs to Look For|Externally Quick (Others) - ABCD|Signs to Look For| |---|---|---|---| |**R**obust 🧩: Connects ideas and spots patterns easily|Asks thought-provoking questions|**A**cute ⚡: Makes smart, quick decisions|Acts decisively under pressure| |**S**imulation-based 🧭: Plans strategically through mental modeling|Shows organized appearance and thinking|**B**right 💡: Creative with playful spirit|Has lively eyes and smile| |**T**ruthful 🔍: Updates beliefs with new information|Willing to change their mind|**C**aring 💗: Values others equally to self|Shows thoughtfulness in actions| |**U**pward 📈: Growing emotionally and financially secure|Can afford business class travel 💺|**D**evelopmental 🙏: Humble and eager to learn|Engages deeply in shared interests| 2025-02-26 my motto is "Ergodic life: transforming time into meaningful paths" 1. Seeking diverse experiences rather than repeating the same patterns 2. Making choices that open up more possibilities rather than limiting them 3. Aiming for a life where your personal journey eventually samples the full range of meaningful human experiences 4. Avoiding getting "stuck" in local maxima - comfortable but limiting situations procedurally: imagine t+1 world model given i chose $a_t$ and make sure $a_t$ is optimal. - information relaxation: prediction [[📜swift_guilliver's travel]] ---- - using [updating beliefs to align with desires cld](https://claude.ai/chat/67680c6c-6fca-4d72-9599-8ccd71455eb7), i designed [[🧠🫀Daily Update of Believed Desire and Desired Belief]] 2025-02-06 The balance between understanding (past) and evaluating (future) flows suggests seeking a state where: 1. Information processing capacity is equally distributed between learning from past observations and evaluating future possibilities 2. The rate of entropy reduction through understanding matches the rate of entropy reduction through opportunity evaluation 3. The system maintains dynamic equilibrium while continuously reducing total entropy Does this help frame your optimization problem? I find particularly interesting how entrepreneurial agents might achieve ergodicity by balancing their information processing between past learning and future opportunity recognition. Would you like me to elaborate on any of these aspects? # Believed Desire I want to live what mathematicians call an “ergodic life,” where each day’s actions consistently reflect my core purpose rather than short-term swings in motivation. I see deep understanding—truly grasping why things work—as the bedrock of meaningful learning. By staying focused on the principles behind success, rather than just imitating surface behaviors, I ensure that my long-term vision remains steady even amidst unpredictable uncertainties, such as changing market conditions or shifting personal challenges. # Desired Belief To guide decisions effectively, I aim to use a “Bayesian calibrated choice” process that integrates my core desires with my best current knowledge. This means clarifying the right “state variables” to track (like market understanding, skill levels, and goals) and updating them based on immediate feedback rather than clinging to past wins or losses. Each day, I assess what I believe, what I want to achieve, and what I’m capable of now—ensuring that every choice is rooted in a present-focused framework that remains flexible and aligned with my higher aims. # Ergodic and Markovian (My Stock-and-Flow Perspective, with SBC) From this vantage point, _ergodic_ is the “-ed” (the stable, long-term property aligning daily actions with ultimate goals), and _Markovian_ is the “-ing” (the ongoing mechanism that updates decisions based only on the present state). Simulation-based calibration (SBC) helps operationalize this by repeatedly simulating parameters from the prior, generating data, and checking coverage so that posterior updates remain coherently tied to the underlying truth. **SBC’s symmetry creation ensures that posterior inferences truly reflect the current state, simplifying the complexity of verifying each new decision step. This Markovian approach to updating beliefs in turn supports a path toward an ergodic state, where time-averaged behavior aligns with the broader vision.** ![[aperiodicity.svg]] Suggested Edits for tomorrow 4. Replace "such as changing market conditions or shifting personal challenges" with specific examples of reducible vs. irreducible uncertainty 5. Add a bridging sentence in paragraph 2: "This integration requires..." 6. Consider moving the technical SBC details to a separate note and focusing on its intuitive meaning 7. include below spirit 1. if you were asked to divide the three paragraphs in # 📝draft to # Believed Desire and # Desired belief, what'd it be? 2. if my desired state is ergodicity, explain how desiring markovian can helpful decision rule to converge to that state.