The AI would need to know natural language to be of any use or else it will miss most of the relevant data. I suppose Watson is pretty close to that and have read that it's tested in some hospitals. I wonder how this is implemented. I suspect doctors carry a lot more data in their heads than is readily apparent and much of this data will never make it to their notes and thus to the computerized records.
Taking a history, evaluating it's reliability and using the senses to observe the patients are something machines can't do for quite some time. On top of this I roughly know hundreds of patients now that I will see time and again and this helps immensely when judging their most acute presentations. By this I don't mean I know them as lists of symptoms, but I know their personalities too and how this affects how they tell their stories and how seriously they take their symptoms from minor complaints to major problems. I could never take the approach of jumping from a hospital to hospital now that I've experienced this first hand.
The AI would need to know natural language to be of any use or else it will miss most of the relevant data. I suppose Watson is pretty close to that and have read that it's tested in some hospitals. I wonder how this is implemented. I suspect doctors carry a lot more data in their heads than is readily apparent and much of this data will never make it to their notes and thus to the computerized records.
This is the reason Watson is a game-changer, despite expert prediction systems (using linear regression!) performing at the level of expert humans for ~5...
[Originally posted to my personal blog, reposted here with edits.]
Introduction
Something Impossible
The Well-Functioning Gear
Recursive Heroic Responsibility
Heroic responsibility for average humans under average conditions
I can predict at least one thing that people will say in the comments, because I've heard it hundreds of times–that Swimmer963 is a clear example of someone who should leave nursing, take the meta-level responsibility, and do something higher impact for the usual. Because she's smart. Because she's rational. Whatever.
Fine. This post isn't about me. Whether I like it or not, the concept of heroic responsibility is now a part of my value system, and I probably am going to leave nursing.
But what about the other nurses on my unit, the ones who are competent and motivated and curious and really care? Would familiarity with the concept of heroic responsibility help or hinder them in their work? Honestly, I predict that they would feel alienated, that they would assume I held a low opinion of them (which I don't, and I really don't want them to think that I do), and that they would flinch away and go back to the things that they were doing anyway, the role where they were comfortable–or that, if they did accept it, it would cause them to burn out. So as a consequentialist, I'm not going to tell them.
And yeah, that bothers me. Because I'm not a special snowflake. Because I want to live in a world where rationality helps everyone. Because I feel like the reason they would react that was isn't because of anything about them as people, or because heroic responsibility is a bad thing, but because I'm not able to communicate to them what I mean. Maybe stupid reasons. Still bothers me.