Sublime
An inspiration engine for ideas
With all the challenges in ethics and computation, and the knowledge needed from fields like linguistics, psychology, anthropology, and neuroscience, and not just mathematics and computer science, it will take a village to raise to an AI.
Gary Marcus • Deep Learning Is Hitting a Wall
Deep-learning systems are outstanding at interpolating between specific examples they have seen before, but frequently stumble when confronted with novelty.
Gary Marcus • Deep Learning Is Hitting a Wall
not geared toward representing precise factual knowledge
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
deep understanding.
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
how to endow machines with a deeper understanding of the world.
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
you will have to do something no current machine can do reliably: reason and act on something new and unexpected, based not on some immense database of prior experience, but on a powerful and flexible understanding of the world.
Ernest Davis • Rebooting AI: Building Artificial Intelligence We Can Trust
To think that we can simply abandon symbol-manipulation is to suspend disbelief.