1. Safety breaks (ref. Azimov's laws of robotics)
  2. Goals and motivations: see . Goals and motivations are not a consequence of intelligence and will not appear on their own.
  3. A general-purpose learning system (equivalent of the neocortex).

Additionally, in , Pearl poses that causal explanations should become the cornerstone of machine intelligence (see Causal explanations, not dry facts, make up the bulk of human knowledge).

References

A Thousand Brains