Public AI
brainstorms
and projects.

A collection of projects and ideas exploring AI, technology, and beyond.

AI Brainstorms

Pi Is All You Need

How recognition lag is compressing, why composable agent harnesses are 10x, and what it means that we just 2x'd our speed toward the singularity.

Childhood Development and Sentient AI

Exploring the path to general intelligence through childhood development training, and perspectives on advanced civilizations and information density.

Knowledge Compression and Adaptive Complexity

Compressing information efficiently, knowledge distillation, and doing so agentically on-demand with real-time visualizations.

Humans Can Learn from Transformers and Agents

How humans can learn from Large Language Models to improve their own thinking processes and cognitive abilities.

Projects

Quadrivium Studio

Opinionated guides to the new liberal arts for the modern polymath

Coming February 2026

Endometriosis awareness and education

AI-assisted curation of products we love

However Briefly

A book by Jane Harada