1. Learning continuously because the world is constantly changing. Cf. ‣.
2. ‣.
3. Many models coordinating via voting for flexibility. Cf. Use an ensemble of models to prevent overfitting, ‣.
4. Storing knowledge in reference frames. Reference frames are required to learn the structure of the world (ref. Geoffrey Hinton's capsules).

Related:

• ‣
• Differences between deep learning and human intelligence
• ‣
• ‣
• Learning network design principles
• ‣

References

A Thousand Brains