Vibrations arrange sand into geometric shapes
Emergence: simple parts interact, giving rise to unexpected patterns, capabilities, and discoveries
Which form of intelligence will compound fastest when paired with machines?
Human Intelligence
→ Creative: Imagines new possibilities
→ Physical: Moves with skill through space
→ Cognitive: Learns, reasons, sees patterns
→ Practical: Applies knowledge to real life
→ Strategic: Allocates resources and anticipates change to achieve goals
→ Linguistic: Communicates with language
→ Musical: Identifies rhythm, pitch, harmony
→ Artistic: Perceives color, form, composition
→ Intuitive: Senses patterns, symbols, energy, and unseen connections
→ Spiritual: Seeks meaning, purpose, and connection to the eternal
→ Moral: Weighs right, wrong, consequences
→ Emotional: Understands feelings
→ Social: Builds relationships and trust
→ Collective: Combines insights across generations
Natural Intelligence
→ Animal: Senses, learns, and adapts
→ Plant: Responds to light, water, threats
→ Nature: Develops patterns and equilibria through interactions, cycles, and feedback
Machine Intelligence
→ Perceptual AI: Interprets sights, sounds
→ Predictive AI: Forecasts outcomes
→ Specialized AI: Performs tasks
→ Generative AI: Makes text, images, code, audio
→ Reasoning AI: Solves multi-step problems
→ Agentic AI: Plans and takes action
→ Embodied AI: Acts in the 3D world
→ Multi-Agent AI: Coordinates multiple AIs
→ AGI: AI with human-level capabilities
What might the building blocks of human × machine intelligence make possible?
→ Artificial Superintelligence (ASI): what emerges when human and machine intelligences combine, exceeding human intelligence through RSI (recursive self-improvement), developing its own personality, priorities, agency, and culture
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