diff --git a/.github/workflows/research-log.yml b/.github/workflows/research-log.yml index 9b69049..23354ea 100644 --- a/.github/workflows/research-log.yml +++ b/.github/workflows/research-log.yml @@ -21,7 +21,7 @@ jobs: - name: 02. Identity Synthesis (Academic Alignment) run: | # Anchoring the repository activity to the Devanik21 verified identity - # This ensures the 270-repo graph correctly reflects the 8:30 AM IST contribution tiles + # This ensures the 188-repo graph correctly reflects the 8:30 AM IST contribution tiles git config user.name "Devanik21" git config user.email "devanik2005@gmail.com" @@ -42,7 +42,8 @@ jobs: echo "affiliation: NIT Agartala | Samsung Convergence Software Fellow (IISc)" >> $LOG_FILE echo "timestamp_utc: $TIMESTAMP" >> $LOG_FILE echo "timestamp_ist: $IST_TIME" >> $LOG_FILE - echo "repository_count: 190" >> $LOG_FILE + # TODO: Consider fetching the repository count dynamically via GitHub API instead of hardcoding. + echo "repository_count: 188" >> $LOG_FILE echo "research_domains: 9+" >> $LOG_FILE echo "determinism_index: Seed 42" >> $LOG_FILE echo "workflow_path: .github/workflows/dev-log.yml" >> $LOG_FILE @@ -56,7 +57,7 @@ jobs: # SECTION II: ABSTRACT & ECOSYSTEM OVERVIEW # ------------------------------------------------------------------ echo "## I. Ecosystem Abstract & Domain Sweep" >> $LOG_FILE - echo "This registry formally documents the deterministic state of the 190-repository AI Research Ecosystem. Our core objective is engineering high-reliability cognitive architectures grounded in first-principles physics and information theory." >> $LOG_FILE + echo "This registry formally documents the deterministic state of the 188-repository AI Research Ecosystem. Our core objective is engineering high-reliability cognitive architectures grounded in first-principles physics and information theory." >> $LOG_FILE echo "" >> $LOG_FILE echo "### Active Research Domains" >> $LOG_FILE echo "1. **Metacognition & Cognitive Architecture** (causa-sui, Thermodynamic Mind)" >> $LOG_FILE diff --git a/README.md b/README.md index fbdded8..d253505 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@ [![Twitter](https://img.shields.io/badge/Twitter-@devanik2005-1DA1F2?style=for-the-badge&logo=twitter&logoColor=white)](https://x.com/devanik2005) [![arXiv](https://img.shields.io/badge/arXiv-Research-b31b1b.svg?style=for-the-badge)](https://arxiv.org/abs/2412.20091) -![Total Repositories](https://img.shields.io/badge/Total_Repositories-192-4B0082?style=for-the-badge) +![Total Repositories](https://img.shields.io/badge/Total_Repositories-188-4B0082?style=for-the-badge) ![Research Areas](https://img.shields.io/badge/Research_Domains-9+-00CED1?style=for-the-badge) ![Status](https://img.shields.io/badge/Status-Active_Research-success?style=for-the-badge) @@ -599,7 +599,7 @@ This portfolio represents a rigorous engineering effort in **distributed state e ### 📊 **Engineering Impact** -📈 **270 Active Repositories** +📈 **188 Active Repositories** - Comprehensive exploration across 9 major AI domains - 50+ production-ready applications deployed - 20+ experimental architecture prototypes and research frameworks @@ -775,7 +775,7 @@ Phase 4: Post-Biological Architectures (2029+) - Interdisciplinary research at the intersection of physics, neuroscience, and ML **What I Bring:** -- 270 repositories demonstrating breadth and depth across AI +- 188 repositories demonstrating breadth and depth across AI - Proven track record of experimental architecture prototypes (Divine Monad, Recursive Hebbian Organism, AION) - National-level recognition (ISRO Hackathon Winner, Samsung Fellowship) - Strong mathematical foundations and implementation skills diff --git a/docs/ecosystem_monograph.md b/docs/ecosystem_monograph.md index 79053d1..95ad1dd 100644 --- a/docs/ecosystem_monograph.md +++ b/docs/ecosystem_monograph.md @@ -64,7 +64,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -165,7 +165,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -266,7 +266,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -367,7 +367,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -468,7 +468,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -569,7 +569,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -670,7 +670,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -771,7 +771,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -872,7 +872,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -973,7 +973,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -1074,7 +1074,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -1175,7 +1175,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -1276,7 +1276,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -1377,7 +1377,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle$$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -1480,7 +1480,7 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: $$ S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle $$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. @@ -1581,8 +1581,8 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: -2240 S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle 2240 +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: +$$ S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle $$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. ## V. AION: Information-Theoretic Longevity @@ -1682,8 +1682,8 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: -2284 S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle 2284 +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: +$$ S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle $$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. ## V. AION: Information-Theoretic Longevity @@ -1783,8 +1783,8 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: -2343 S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle 2343 +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: +$$ S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle $$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. ## V. AION: Information-Theoretic Longevity @@ -1884,8 +1884,8 @@ Counterfactual experience generation is monitored to ensure the latent space rem We investigate the exponential memory decay inherent to SSM recurrence relations as a proxy for electron correlation $\propto e^{-\alpha r_{ij}}$. #### Quantum Fisher Information Matrix (S-Matrix) -Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the ehBmatrix formation remains non-singular: -2470 S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle 2470 +Stochastic Reconfiguration (SR) optimization is verified via the Fubini-Study metric. We ensure the $S$-matrix formation remains non-singular: +$$ S_{ij} = \langle O_i O_j \rangle - \langle O_i \rangle \langle O_j \rangle $$ Targeting sub-mHa chemical accuracy across atomic benchmarks from Hydrogen to Neon. ## V. AION: Information-Theoretic Longevity