Intent Parsing and Information Search The Two Core Functions of AI in 2026
LEECHO Research Report · March 2026 Intent Parsing and Information SearchThe Two Core Functions of AI in 2026 The Chat interface is the cold-start ent…
Research Papers
Japanese and Korean: The Two Languages with the Highest SNR Noise Ratio in AI Systems
Information Theory × AI Linguistics × RLHF Research Japanese and Korean:The Two Languages with the HighestSNR Noise Ratio in AI Systems How honorific …
RLCR: A Future AI Architecture for Aligning Human Creativity
Original Thought Paper · Version 2.0 · March 2026 RLCR: A Future AI Architecturefor Aligning Human Creativity Human language is an information carrier…
2026: The Year AI-Driven GEO Dismantles Traditional SEO
LEECHO Global AI Research Lab · 2026 Thought Paper 2026: The Year AI-Driven GEODismantles Traditional SEO Search rankings and display impressions are …
2026: The Death Cross of Moore’s Law & Wirth’s Law
ORIGINAL THOUGHT PAPER · MARCH 2026 2026: The Death Cross ofMoore’s Law & Wirth’s Law When Storage, SSD, and HDD Prices Surge Across t…
Technology and Capital: 2026, The Reversal of Creative Destruction
Academic Research Paper · 2026.03.08 Technology and Capital:2026, The Reversal of Creative Destruction An Empirical Analysis of the Great Power Shift …
The Ten Input Factors That Determine LLM Output
LLM INPUT FACTOR ATLAS · V4 The Ten Input FactorsThat Determine LLM Output A systematic synthesis of academic research and industry practice from 2023…
The AGI False Proposition
Thought Paper · March 2026 The AGI False PropositionThe Absence of Physical-World Adversarial Experience and the Architecture of Statistical Hallucina…
Vikings Without a Compass
A Technology Philosophy Paper Vikings Without a CompassOn the Systemic Crisis of AI’s Missing Evaluation Framework “The Vikings crossed th…
AI Attention as Low-Dimensional Resistance Against Physics
Thought Paper · March 2026 AI Attention as Low-Dimensional Resistance Against PhysicsDimensional Elevation in Chain-of-Thought as the Only Cure for AI…
Private AI Architecture for the Post-Public AI Era
Thought Paper · March 2026 Private AI Architecturefor the Post-Public AI Era Why Information Alignment Will Never Equal Physical Alignment—and What Th…
From Parasitism to Symbiosis
Thought Paper · February 2026 From Parasitismto Symbiosis Thermodynamic Order and the Fourth Industry in the Age of AI Date February 26, 2026 Classifi…