Artificial Language
Why Does Natural Language Create Hallucinations?
Ambiguity is not a bug — it is the very nature of natural language
AI Needs a New Language
GEUL — A semantically-aligned artificial language for unambiguous communication between humans and AI
Artificial Language
Why Esperanto Failed
Artificial languages for humans failed — artificial languages for AI are different
Context Engineering
Why the Age of Prompt Engineering Is Over
From how you say it to what you show — the game has changed
Context Engineering
Why Mechanical Verification Is Necessary
Natural language has no concept of an invalid sentence
Context Engineering
Why Consistency Checks Are Necessary
Individually correct information can be collectively wrong
Context Engineering
Why Exploration Is Necessary
When the index exceeds the window, the search paradigm itself hits its limit
Why Claims, Not Facts?
Truth vanishes faster than the speed of light
Why Is Structured Memory Necessary?
Intelligence without memory starts from scratch every time
Why 16-Bit?
A single word penetrates three worlds
Why a Semantically-Aligned Index?
When meaning is engraved in bits, search becomes reasoning
Why Cache Reasoning as Code?
Transform a single inference into a permanent procedure
Why Expanding Computational Capacity?
Entropy, responsibility, and the supreme objective for AI