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Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
A more recent project, also based at MIT, though run by a different team, is called VirtualHome.
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
COMPLEX COGNITIVE CREATURES AREN’T BLANK SLATES.
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
“knowledge frameworks.”
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
We need to invent a new kind of learning that leverages existing knowledge,
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
accumulating knowledge over time about how the world works.
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
Some knowledge is straightforward to represent; a lot
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
Start by developing systems that can represent the core frameworks of human knowledge: time, space, causality, basic knowledge of physical objects and their interactions, basic knowledge of humans and their interactions. Embed these in an architecture that can be freely extended to every kind of knowledge, keeping always in mind the central tenets
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