Research & POCs
Proof-of-concept experiments, technology evaluations, and investigative findings.
Completed Research
- File Sharing Services Evaluation - ADOPT Gokapi; Catbox NOT RECOMMENDED
- Angular Development Evaluation - ADOPTED as Tier 3 in ADR-001
- Dashboard Aggregation Debugging
- ADSR Envelope Implementation
- AI Decision Engine
- Capture Group Substitution
- Character Choice Filtering
- Creative Mode Mix and Match
- Feature Stripping Approach
- Hand Evaluation Algorithm
- Keyboard Event Handling
- Missing Gitmodules Investigation
- Pattern Matching Engine
- Plain Text Game Code Sync
- Response Cycling
- Scene Transition System
- Story Branching Engine
- SwiftUI Dice Animation
- Template System
- Text Animation Typewriter
- Topic Memory Tracking
- Web Audio Oscillator Synthesis
- Word Bank Generation
- Yellicode Code Generation (Completed)
- Academy Quiz Bank Generation
- AssemblyAI Evaluation
- AWS Transcribe Evaluation
- Google Speech-to-Text Evaluation
- Monaco Editor Integration
- OpenAI Whisper API Evaluation
- Pseudocode Organizational Adoption
- Service Architecture Research
- TanStack Router File-Based Routing
- Tauri 2.x + React 19
- Transcription Services Evaluation
- Zustand State Management
- Automated Fault Diagnosis - ML for system problem diagnosis (EuroSys 2006)
- JAVELIN IV Cross-Lingual QA - CMU QA system (NTCIR-7 2008)
- Fast Reading Comprehension with ConvNets - Dilated convolutions for MRC
- Geographic QA & Spatial Representation - GeoQA + Space2Vec
- MRF Structure Learning - Efficient graphical model methods
- Neural Program Planner - Model-based RL for structured prediction
- Contextual Graph Attention for KGs - Logical queries over incomplete KGs
- Contextual Retrieval Model - Probabilistic contextual search
- PRA Web-Scale Inference - Reading the web with PRA
- Memory Augmented Policy Optimization - RL for program synthesis
- Data Sharing Governance Studies - Research data management
- CRISP Dr. Zero Review - Academic review of self-evolving agents
Active Investigations
- Dr. Zero Local - Self-evolving Wikipedia Q&A system (10 iterations complete)
- JP Code Academy - Self-evolving offline coding encyclopedia
- Yellicode Code Generation - Code generation evaluation
- Settings Persistence Patterns - Persistence patterns
- Real-time ADSR Visualization - Audio visualization
- Scaffolding Tools Evaluation - Project scaffolding comparison
See Active Research Index for the full directory of active investigations by topic.
Experiment Data
Auto-synced experiment logs and results from POC runs:
- Dr. Zero Experiments - Iteration logs and session summaries
- JP Academy Experiments - Challenge results and encyclopedia entries
Process
See Research Intake Protocol for the standardized process for integrating external materials into the vault.
About This Section
Research documents capture:
- Hypothesis - What we were trying to learn
- Approach - How we investigated
- Findings - What we discovered
- Outcome - Success, partial, or failed
- Next Steps - What to do with the findings