Research Archive
Intelligence Analysis
Deep-dives into the mathematical foundations, architectural shifts, and societal implications of artificial intelligence.
2025
Architectures2025-10-11
Dynamic Chunking and the H-Net Architecture: The End-to-End Future of LLMs
An analysis of how Dynamic Chunking and H-Net overcome the fixed tokenization bottleneck in RAG models, enabling adaptive semantic segmentation.
Open Analysis
2025
History & Philosophy2025-10-11
The Dawn of a Question: The Philosophical Legacy of Alan Turing
From Turing's provocative question in 1950 to hierarchical architectures like H-Net, we explore how the quest for conversational AI has evolved, confronting the limits of context and tokenization.
Open Analysis