Executive Summary
Adam Marblestone presents a provocative thesis that current AI systems fundamentally misunderstand intelligence architecture. While LLMs require massive datasets and compute, human brains achieve superior general intelligence with just 20 watts and minimal external supervision. The key insight: evolution solved intelligence through a dual-system architecture—a general learning subsystem (cortex) paired with an innate steering subsystem that provides sophisticated reward functions. Current AI use...
Key Investment Opportunity
Formal Verification Infrastructure Revolution
Mathematical proof systems like Lean could transform software security and AI safety by enabling provably correct systems, creating new categories of unhackable infrastructure
...and 1 more investment opportunities
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