The lookup algorithms in question are not processing the meaning of the inputs and generating a response as needed. The lookup algorithms simply string-match the conversational history to the list of inputs and output the next line in the conversation.
An algorithmic reasoning system, on the other hand, would seem to be something that actually reasons about the meaning of what's been said, in the sense of logically processing the input as opposed to string-matching it.
Am I the only one who hears Eliezer's "Never ever never for ever" voiced roughly like HJPEV?
So Skilling picked a bad incentive structure. Does everyone who picks a bad incentive structure fancy himself an evolution conjurer?
If one thinks of evolution as the process of deriving "better" results through a selection criteria and a change process, then yes, Skilling was conjuring evolution, though he did not realize it. He established a selection criteria (individual performance numbers) and the employees themselves provided the change process. As he repeatedly selected against the weakest performers (according to his insufficiently rati... (read more)
Human choice: why it exists, despite being inside of physics. Intelligence is the decision-making process. This is how our actions are determined. The experience of this decision-making process is called alternately "choice" and "free will". The causal relationship of our environments to our actions extends from observation, through our mental state and decision-making process, to our actions. If I use a different decision-making process, I make different decisions. This is still entirely inside of physics, but it hasn't been explained ... (read more)