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clrmoney
clrmoney
4/17/2017 11:23:01 AM
User Rank
Platinum
Power of AI
I think we can use AI to make things better in our everyday and it may be some positive and negative aspects of it.

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dcawrey
dcawrey
4/18/2017 3:23:46 PM
User Rank
Platinum
Re: Power of AI
If AI can help companies with customer support, I'm all for it. 

Maybe Comcast should think about investing in this technology. After all, they are the ones that seem to have the most problems with customers. 

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afwriter
afwriter
4/18/2017 10:38:35 PM
User Rank
Platinum
Re: Power of AI
They'd probably be afraid of a favorable outcome for their customers! haha

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JohnBarnes
JohnBarnes
4/28/2017 11:50:07 PM
User Rank
Platinum
Re: Power of AI
afwriter,

I suspect that's even truer than you meant it to be. In my coursework in machine learning, I've solved problems that were quite explicitly a matter of figuring out what rate of satisfactory sollution of customer problems represented the optimal profit. (Guess what? It's seldom zero or one hundred percent), including how much of the process could be automated. The result is something along the lines of "Profits are maximized when the customer is right 72% of the time", which is more modern and efficient, but I kind of miss the older idea that 100% was the right thing to try for. But I'm notoriously sentimental and old-fashioned.

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afwriter
afwriter
4/29/2017 12:18:41 AM
User Rank
Platinum
Re: Power of AI
I just read something the other day that went something like. "Customer satisfaction isn't worth anything, customer loyalty is what makes money."

 

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JohnBarnes
JohnBarnes
4/29/2017 1:09:09 AM
User Rank
Platinum
Re: Power of AI
"So we need customers who are dumb enough to stay loyal while they're unsatisfied."

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Michelle
Michelle
4/29/2017 11:22:12 AM
User Rank
Platinum
Re: Power of AI
Habits and routines rule. I read something once about the reasons people stay with a bank even though they detest it. Switching is hard when everything is tied to that account, people don't want to go through the trouble. There's also the issue of making the change itself. Why bother?

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JohnBarnes
JohnBarnes
4/29/2017 2:01:19 PM
User Rank
Platinum
Re: Power of AI
Michelle,

Well, to some large extent, that is what artificial intelligence is: the ability to export habits and routines so that other entities can learn them without having to train/practice on them. One of the great strengths of self-driving cars will be that your car's driving algorithm, if it has to cope with an icy street in front of a school where kids are slipping as they cross, instead of having to take a best guess for the first time and then try again for maybe 100 times in the rest of its existence, will be able to instantly recall and apply the experience of every driving algorithm that ever had that situation (and without getting PTSD or misremembering out of pride!)

Unfortunately that ability to save a working subroutine pretty much defines "learning", so exactly the same thing that makes us able to create a world with banking, driving, infomercials, and heart surgery is the one that makes it hard to stop going to the same barber even though for years every haircut has been accompanied with the question "Will I look more like Curly, Larry, or Moe this time?"

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dlr5288
dlr5288
4/30/2017 3:57:47 PM
User Rank
Platinum
Re: Power of AI
Exactly and I agree! People will stick with something even a service they don't like just because they don't feel like going through the trouble of switching companies..

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Michelle
Michelle
4/30/2017 4:45:09 PM
User Rank
Platinum
Re: Power of AI
It's amazing the trouble people will go through just to avoid change. 

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JohnBarnes
JohnBarnes
4/30/2017 5:12:11 PM
User Rank
Platinum
Re: Power of AI
Favorite sign seen on several tip jars:

IF YOU FEAR CHANGE, LEAVE IT HERE.

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Michelle
Michelle
4/30/2017 5:20:02 PM
User Rank
Platinum
Re: Power of AI
Ha!! I haven't seen that on any tip jars myself. 

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dlr5288
dlr5288
5/30/2017 1:42:09 PM
User Rank
Platinum
Re: Power of AI
I know! And for me if something is going to save me money and be better in the long run, I don't mind going through the trouble of changing.

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Michelle
Michelle
5/30/2017 9:47:43 PM
User Rank
Platinum
Re: Power of AI
Lucky you! Change is tough :)

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dlr5288
dlr5288
5/31/2017 12:39:23 PM
User Rank
Platinum
Re: Power of AI
Oh definitely. I guess I just don't mind as much if it's going to benefit fit me!

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freehe
freehe
4/30/2017 6:59:22 PM
User Rank
Platinum
Re: Power of AI
@Michelle, I confess I have been guilty of that myself. It is a hassle to switch companies but it is much easier to switch from a telco service provider than a bank.

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freehe
freehe
4/30/2017 6:58:05 PM
User Rank
Platinum
Re: Power of AI
@JohnBarnes, Yes John that is exactly it. So sad.

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freehe
freehe
4/30/2017 6:57:21 PM
User Rank
Platinum
Re: Power of AI
@afwriter, What? That is horrible. That's why companies no longer focus on customer service. So sad.

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freehe
freehe
4/30/2017 6:55:32 PM
User Rank
Platinum
Re: Power of AI
@afwriter, You are correct. why would they want that. LOL! They can still earn revenue with unsatisfied customers so there is no incentive to do better.

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freehe
freehe
4/30/2017 6:53:48 PM
User Rank
Platinum
Re: Power of AI
@dcawrey, Yes I totally agree. Comcast needs to read this article.

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afwriter
afwriter
4/18/2017 10:40:40 PM
User Rank
Platinum
Re: Power of AI
AI is great as long as it stays in its place. The last thing we need is machines who become self-reliant and decide they don't need us.

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freehe
freehe
4/30/2017 6:54:30 PM
User Rank
Platinum
Re: Power of AI
@afwriter, I totally agree. I had a flashback to the movie "I, Robot."

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JohnBarnes
JohnBarnes
4/22/2017 9:43:49 PM
User Rank
Platinum
The third kind of AI ...
There are three reasons for developing artificial intelligence (besides the hidden real reason, "It's cool and we can"):

1.Making the same decisions that people do now but without getting bored, tired, inattentive, neglectful, etc. and much faster.

2. Perceiving more subtle patterns in larger chunks of data than any one human brain can hold.

3. Enabling and assisting human intelligence by adding "modules" or "coprocessors" to the human capabilities.

Number 1 gets most of the attention (self-driving cars being a currently popular example).

Number 2 is the one that scares people (what if they notice that human beings are what messes up the pattern?) and provokes the most defensive posturing -- that emphatic "a machine can only do what it is programmed to do" we're still seeing, although we now know, for example, that "what it's programmed to do" can include "learning to play chess better than any human being"), so it gets a lot of "science-fictiony" press.

But Number 3 is the workhorse that's already harnessed up and pulling the wagon today. Nice to see Volinsky mention some clearcut examples, like cutting tower video inspection time from an hour to three minutes, or figuring out when to remote reboot a customer's modem.  There are many, many more such applications out there, working today, and they are just as much AI as "instantaneously solving the trolley problem" or "identifying which commercial slot will have the most receptive viewers."

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freehe
freehe
4/30/2017 6:44:44 PM
User Rank
Platinum
AI Meaning
"It's being used now as a marketing phrase, as opposed to a technical phrase, so it does incorporate a lot of things. Traditionally, I think AI was a term that was used to identify models, or programs, that could do things that made it seem like it was acting in a human way, things that we traditionally viewed as human, things that only a human could do, like facial recognition or voice recognition."

I totally agree. I took an AI course in college and that is how it was defined.

"Now, I think it's a much broader term that encompasses anything having to do with automation, and automating things that humans traditionally have done. I think, for purposes of the examples here, that I'm going to talk about use cases. That might be a better way to think about AI."

The latter definition I just consider using the term automation or automated technology. The two are not the same.

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freehe
freehe
4/30/2017 6:48:57 PM
User Rank
Platinum
Reboot Router
"We build that model in order to detect which customers had a high probability of calling us with a problem. As it turns out, when you study the data about what the resolutions to these problems are, often the first step that the rep takes is that they ask the customer to reboot their modem. What we realized is that we can reboot modems remotely.

What we saw was that this resulted in a reduction of customer care calls for a cohort of about 37 percent over the next month, and it resulted in a reduction in actual dispatches to those customer sites of I think about 30 percent."



Yes this is so true. I have Comcast and in many instance they ask me to reboot the router which frustrates me as a customer because I just want the problem fixed. I am not paying a monthly fee to self diagnose,  I'm paying the company to diagnose the problem. Please reboot remotely and stop asking customers to reboot your router that customers pay for. Sigh.

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freehe
freehe
4/30/2017 6:52:47 PM
User Rank
Platinum
AI and the Job Market
"Now, in a software defined network, we're trying to build in these self-healing closed loops, so that a machine learning algorithm can determine if something's gone wrong and take the action to fix it without human intervention."

AI will detect a lot of problems but it will also eliminate a lot of jobs and millions of Americans will be out of a job. They will be unable to find a new job because AI will replace humans doing the same work. Similar to the self-checkout process at grocery stores and retailers.

 

 

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