Not Just Neural Networks
It is very hard to understand, but less guide the inner layers of neural networks. Successful cooperation with humans requires more.
Reliability
Even the best systems make mistakes. Sometimes the mistakes are unnecessary. (Called "stupid" mistakes)
Socratic Wisdom
Most systems do not know what they do not know, so they cannot learn it.
Sustainability
Already, the amount of computation with AI is having an effect on global warming. Better systems are needed.
Dynamic Networks
Systems do not need to be static. They should be able to grow as needed without starting over.
Unprecedented Velocity. Impeccable Reliability.
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