Artificial intelligence Quote by Anonymous
““Moravec’s paradox, nicely summarized by Wikipedia as “the discovery by artificial intelligence and robotics researchers that, contrary to traditional assumptions, high-level reasoning requires very little computation, but low-level sensorimotor skills require enormous computational resources.”28””
About This Quote
Source Article: Wikipedia entry on Moravec's paradox, 2023
High‑level reasoning is computationally cheap, while sensorimotor skills demand massive processing power, contrary to early AI expectations.
In simple terms: Smart thinking needs little compute; physical skills need a lot.
Key Takeaway
Focus on improving low‑level perception and motor abilities.
Themes
AI
cognition
embodiment
Mood
curious
analytical
Type
technical
informative
When to use this quote
- Robotics design
- AI curriculum development
- human‑robot interaction
- skill training programs
Key Concepts
Computational efficiency
sensorimotor complexity
Questions to Reflect On
- How can we allocate resources to balance reasoning and perception?
- What practical steps reduce sensorimotor computational load?
A Different Perspective
Even with cheap reasoning, real‑world tasks remain hard due to sensorimotor bottlenecks.
