John J. Boren

JOHN J BOREN

Data + Machine Learning + Visualization

Generative AI Full-Stack & CDK Data Engineering

Featured Projects

Interactive demonstrations of AI, probability, and data visualization

🔬

Prime-LLM Emergence Research

Deep dive into mathematical bridges connecting prime number theory with large language model emergence. Explores random matrix theory, phase transitions, and information-theoretic parallels between number theory and neural scaling laws.

Number Theory Neural Scaling Random Matrix Theory ML Theory
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☯️

I-Ching Oracle

Ancient Chinese divination system reimagined with modern visualization. Cast virtual coins to receive wisdom from the Book of Changes, with beautiful p5.js animations and full explanations of all 64 hexagrams.

p5.js Probability Visualization Ancient Wisdom
Explore Oracle →
🪙

Bayesian Coin Flip

Learn Bayesian probability through interactive coin flipping. Watch how beliefs update with evidence, visualize probability distributions, and understand the math behind Bayesian inference.

Bayesian Statistics Chart.js Education p5.js
Start Learning →
🎮

AlphaZero Connect4

Deep reinforcement learning meets classic gaming. Watch an AI trained with AlphaZero's Monte Carlo Tree Search algorithm master Connect Four through self-play.

Reinforcement Learning MCTS PyTorch Game AI
Play Game →
📝

Technical Blog

Thoughts on AI, machine learning, web development, and the future of technology. Features both classic 2D and immersive 3D viewing modes with interactive particle effects.

AI Research Web Dev Three.js Airtable
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🤖

AI Assistant

A local AI chatbot with vision capabilities running entirely in your browser. Powered by WebLLM and WebGPU, it can see through your webcam or screen and chat about what it sees - all without sending data to any server.

WebGPU WebLLM Vision AI Privacy-First
Try Assistant →
⚙️

AI Workflow Editor

Build and execute AI agent workflows visually using WebLLM. Connect intelligent nodes to create complex agent pipelines that run entirely in your browser.

WebLLM React Flow Agents
Build Workflow →
📋

AI Kanban

Task manager with autonomous AI agents. Create agents with custom tools and system prompts, assign tasks, and watch them work autonomously with streaming progress updates.

WebLLM IndexedDB Agents Kanban
Manage Tasks →
💹

Corporate Finance Study App

Interactive corporate finance learning app with comprehensive financial tools. Features a virtual TI BA II Plus calculator, practice problems with step-by-step solutions, formula reference, and progress tracking.

Finance TVM NPV/IRR Education
Start Learning →
🌐

AI Signals Dashboard

Unified intelligence from research, funding, and cultural trends. Cross-system signals aggregated daily with cosmic context integration and interactive visualizations.

Qdrant D3.js Chart.js Signals
View Signals →
📄

AI Research Digest

Daily curated arXiv papers with interactive galaxy visualization. Track emerging trends in AI, ML, and NLP research with semantic search and entity tracking.

arXiv p5.js MiniLM Curation
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💰

Funding Pulse

Track startup funding with AI-powered analysis. Interactive orbital visualization where funding rounds become particles, with "Why Funded" insights and market context.

p5.js D3.js Claude AI RSS
See Funding →
🎨

Brooklyn Comics Universe

Three AI-generated daily comic strips: Mac Pollo's rap journey, Disruption Station startup satire, and Solidarity House activism. Automated with story arcs and character progression.

MLX Flux Claude AI Story Arcs Daily
Read Comics →

Recent Posts

Latest insights and discoveries

AWS STRANDS Agents: Bridging the Gap to STRANDS-AlphaZero Integration

Analysis of the newly released AWS STRANDS Agents SDK and its relationship to our STRANDS-AlphaZero integration research framework

Current AI Research Landscape: Emerging Trends and Interconnections

This blog post provides a comprehensive overview of the current AI research landscape by analyzing papers from arXiv's cs.AI section. It explores the interconnections between different research areas including Human-AI Collaboration, Multi-Agent Systems, Medical AI applications using fuzzy logic, and AI Governance frameworks.

The Evolution of Human-AI Collaboration: From Assistants to Partners

This blog post explores the shift from AI as a tool to AI as a collaborative partner in complex problem-solving scenarios. It examines cutting-edge research in human-AI collaboration, including the Hierarchical Exploration-Exploitation Net framework and Agent-as-a-Service implementations, and discusses how these advances are reshaping our understanding of human-AI teaming.

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