The deep paradox uncovered by AI research: the only way to…
“The deep paradox uncovered by AI research: the only way to deal efficiently with very complex problems is to move away from pure logic… Most of the time, reaching the right decision requires little reasoning… Expert systems are, thus, not about reasoning: they are about knowing… Reasoning takes time, so we try to do it as seldom as possible. Instead we store the results of our reasoning for later reference.”
About This Quote
This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.
Complex problems are best solved by storing solutions rather than repeatedly reasoning from logic alone.
In simple terms: Store solutions to avoid repeated reasoning.
Key Takeaway
Use knowledge bases to speed decisions.
Themes
efficiency
knowledge management
AI
reasoning
Mood
analytical
pragmatic
Type
technical
insightful
When to use this quote
- software development
- medical diagnosis
- financial modeling
- strategic planning
Key Concepts
cognitive load
knowledge storage
expert systems
Questions to Reflect On
- How can we balance reasoning with stored knowledge?
- When is it okay to trust a cached answer?
A Different Perspective
Pure logic can be too slow for real‑time needs.