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Mental Model for AI
Emily Campbell • 1 card
I. From GPT-4 to AGI: Counting the OOMs
SITUATIONAL AWARENESS - The Decade Aheadsituational-awareness.ai
Shifting from models that are reactive to proactively generative self-organizing systems.
Imagine an ai that doesn’t need the whole picture up-front. Building a system that can dynamically generate its own representations of the world, decide that what information it needs, or interact with its environment
Why transformative artificial intelligence is really, really hard to achieve
thegradient.pub
by distributing complex behavior across a large network of simple elements, the connections between which can change over time, we can accomplish virtually limitless tasks, all while continually learning new ones, even late in life.
Fei-Fei Li • The Worlds I See: Curiosity, Exploration, and Discovery at the Dawn of AI
Building such domain experts would likely require developing an artificial general intelligence, which is beyond the scope of this paper. Instead, by “domain expert” we specifically mean that the system is capable of producing results (with or without actual “understanding”) that are of the same quality as a human expert in the given domain.