Chapter
The Potential Self-Awareness of Neural Networks
50:16 - 55:11 (04:55)
The self-awareness of neural nets could help them understand knowledge gaps and where to invest in increasing their skills, but the interpretation of their discovered knowledge isn't necessarily human-centric.
Clips
Neural networks have been used to act as knowledge bases and language models investigated as knowledge bases to aggregate important information over long periods of time, allowing useful representations of state that can aid in decision making.
50:16 - 52:04 (01:48)
Summary
Neural networks have been used to act as knowledge bases and language models investigated as knowledge bases to aggregate important information over long periods of time, allowing useful representations of state that can aid in decision making.
ChapterThe Potential Self-Awareness of Neural Networks
Episode#94 – Ilya Sutskever: Deep Learning
PodcastLex Fridman Podcast
The emerging neural net self-awareness will enable artificial intelligence systems to improve their skills most optimally and know what they know and what they don't know.
52:04 - 55:11 (03:06)
Summary
The emerging neural net self-awareness will enable artificial intelligence systems to improve their skills most optimally and know what they know and what they don't know. However, it's hard to interpret their knowledge in a human-centric approach since they're not interpretable with the knowledge they've discovered.