# November 2024: Foundations and Framework Development
## 🎯 Monthly Overview
November established core theoretical foundations across multiple research streams, setting up frameworks for hierarchical Bayesian learning, evolution-Bayes synthesis, and equity valuation.
### Core Research Streams
**🗺️ Agent Belief & Desire (`abD_M`)**
- **Vision**: Meaning of and for Capital
- **Focus**: Hierarchical Bayesian approaches in Bayesian entrepreneurship
- **Key Activities**:
- 🤜🧠 Discovering investor archetypes
- 🤜👓 Evaluating term sheet patterns
- 🧠 Learning llamppl (probabilistic programming)
**🌏 Environment & Belief-Prior (`abE_T`)**
- **Vision**: Synthesize Evolution-Bayes entrepreneurship
- **Focus**: Experimental design for entrepreneurial adaptation
- **Key Activities**:
- 🧠🤜 Parallel-low, Sequential-high frameworks
- 🧠👓 Operationalizing experiments
- 👓 Learning meta-cognition (SLAM)
**🗺️🌏 Resource Allocation (`_W`)**
- **Vision**: Meaning of time, speed, uncertainty, correlation in scaling
- **Focus**: Resource allocation dynamics in Bayesian + evolutionary context
- **Collaborators**: Tom (time step setting), Shakul & Isabella
**🌏 Punctuated Equilibrium (`abdE_Th`)**
- **Vision**: Punctuated equilibrium with particle rejuvenation
- **Focus**: Understanding radical shifts in entrepreneurial landscapes
- **Collaborators**: Marius (probabilistic programming), Ocean (technology's role)
**🌏 Implementation Integration (`aE_F`)**
- **Vision**: Integrate implementation frameworks
- **Focus**: Risk-reward tradeoffs, non-parametric inference, scenario planning
- **Tools**: chiexpert, genParse
**🗺️ Social Meaning (`abD_S`)**
- **Vision**: Value of reacting to social meaning
- **Focus**: Production, distribution, intelligent risk-taking
- **Context**: Movie-based discussions on value creation
**🧭 Empirical Environment (`orient_Sun`)**
- **Vision**: Understanding empirical environments
- **Focus**: Digital vs physical, tier 1 vs tier 3 dynamics
### Key Papers in Development
[[phantom]]
1. [[📝👻phantom rationalize meaning]] - Capital meaning framework
2. [[📝🤝Conversational Inference of Equity Valuation Agreement]] - Equity valuation methods
3. [[📝🪶Sequential Evolutionary and Parallel Bayesian Startup Adaptations]] - V1 (Evolution-Bayes synthesis)
4. [[📝🌳🌊Startup Lifecycle World modeling with Program Synthesis]] - Lifecycle modeling
5. [[📝🧭Vectorizing Adaptation]] - Adaptation frameworks
### Methodological Notes
**Bit and Atom Integration**
1. [[📜Meehl67_theory-test_🔴vs💜_method_paradox]] - Type 1, 2 errors for physical and digital contexts
2. (Additional frameworks for digital-physical integration)
---
## Weekly Research Activity
| | vision | angie's role | collaborator's role | Papers | W1 | W2 | W3 | W4 |
| --------------------- | ----------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------- | --- | --- | --- | --- |
| `🗺️abD_M` | Meaning of and for Capital<br><br>Hierarchical Bayesian in bayesian ent. [[bayes24ent]] | 🤜🧠 Discover investor archetypes<br><br>🤜👓 Evaluate term sheet patterns<br><br>🧠learn llamppl | Jeff<br>- 🧠 understand capitalization happens)<br><br>Teppo/Todd <br>- 👓 evaluate archetype-prior hier.bayes in ent.dm | [[📝👻phantom rationalize meaning]]<br><br>[[📝🤝Conversational Inference of Equity Valuation Agreement]] | | | | |
| `🌏abE_T` | Synthesize Evolution-Bayes entrepreneurship experiment design | <br>🧠🤜Parallel-low, Sequential-high<br><br>🧠👓operationalize experiment<br><br>👓learn meta cognition (slam)<br><br> | JB <br>- 🤜, imagine bayes synthesis with exaptation<br><br>Charlie <br>- 👓, utility of bayes-evol synthesis | [[📝🪶Sequential Evolutionary and Parallel Bayesian Startup Adaptations]]-V1 | | | | |
| `🗺️🌏_W`<br><br><br> | meaning of time, speed, uncertainty, correlation in scaling (resource allocation) | | Tom <br>- 🧠 , time step setting in bayes + evol. ent context<br><br>Shakul , Isabella<br>- 🧠, <br> | [[📝🌳🌊Startup Lifecycle World modeling with Program Synthesis]] | | | | |
| `🌏abdE_Th`<br><br> | Meaning of punctured equilibrium with particle rejuvenation | | Marius <br>- 🧠, understand prob.prog's power<br>- 👓, judge `🗺️abD_M` as PC expert<br><br>Ocean<br>- 🤜, imagine technology's role<br>- 🧠, understand real estate, city, human, trickster | [[📝🪶Sequential Evolutionary and Parallel Bayesian Startup Adaptations]]-V2 | | | | |
| `🌏aE_F` | integrate implementation<br> | risk-award tradeoff btw robustness-generality<br><br>non-parametric inference <br><br>scenario planning<br><br>questions from class | Matin <br>- 🧠, understand prob.prog's power<br>- 👓, judge `🌏abdE_Thu` as BE-PC fexpert<br> | [[📝🤝Conversational Inference of Equity Valuation Agreement]]<br><br> | | | | |
| `🗺️abD_S` | value of reacting to social meaning<br><br>production, distribution, taking intelligent risk together | movie (very art) | Pranit<br>-👓, judge utility of `🗺️abD_M` as ENT <br>- 🧠, understands risk-sharing contracts | [[📝🤝Conversational Inference of Equity Valuation Agreement]] | | | | |
| `🧭orient_Sun` | empirical environment (digital vs physical, tier1 vs 3) | | Yichen<br>-👓, judge `🌏abE_T` utility as ENT scholar | [[📝🧭Vectorizing Adaptation]] | | | | |
bit and atom
1. [[📜Meehl67_theory-test_🔴vs💜_ method_paradox]] with type1, 2 error for physical and digital
2.