Basic of Reasoning

This diagram illustrates that human reasoning and AI reasoning share fundamentally identical structures.

Key Insights:

Common Structure Between Human and AI:

• Human Experience (EXP) = Digitized Data: Human experiential knowledge and AI’s digital data are essentially the same information in different representations
• Both rely on high-quality, large-scale data (Nice & Big Data) as their foundation

Shared Processing Pipeline:

• Both human brain (intuitive thinking) and AI (systematic processing) go through the same Basic of Reasoning process
• Information gets well-classified and structured to be easily searchable
• Finally transformed into well-vectorized embeddings for storage

Essential Components for Reasoning:

1. Quality Data: Whether experience or digital information, sufficient and high-quality data is crucial
2. Structure: Systematic classification and organization of information
3. Vectorization: Conversion into searchable and associative formats

Summary: This diagram demonstrates that effective reasoning – whether human or artificial – requires the same fundamental components: quality data and well-structured, vectorized representations. The core insight is that human experiential learning and AI data processing follow identical patterns, both culminating in structured knowledge storage that enables effective reasoning and retrieval.