Tag Archives: AI

AI is hard, China version

According to this, chatbots in China have been removed after being critical of the Chinese government. This to me is not unlike what happened to Microsoft's chat bot that became racist after being feed racist input from users. If you put AI out there and allow any form of input, then the equivalent of vandals can overtake you AI and feed it whatever they choose. I'm not certain if that was the case in China but I suspect it was.

AI researchers need to expect the worst case use cases if they allow their software to do unsupervised learning on the Internet. If they don't, it's likely that their projects will be a disaster and they will do damage to the AI community in general.

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Jean-Luc Mélenchon, a candidate right out of a Philip K Dick Novel

Melenchon hologram
In France, politician Jean-Luc Mélenchon plans to be in seven places at once using  something similar to a hologram. According to Le Parisien:

Strictly speaking, these are not holograms. Jean-Luc Mélenchon will be present in seven different places thanks to … an optical illusion discovered for the first time half a century ago by an Italian physicist

Virtual Mélenchon reminds me of the politician Yance in Philip K Dick’s novel, The Penultimate Truth. We may not be far off where we get virtual candidate that look like people but behind the scenes we have AI or some combination of AI and people.

For more on the technology, see the article in Le Parisien. For more on Dick’s novel, see Wikipedia. Read up now: I think we can expect to see more of this technology in use soon.

It’s not because most developers are white that AI has hard time with non-white faces. It’s this….

An example of a neural net topology
This piece, Most engineers are white — and so are the faces they use to train software – Recode, implies that AI software doesn’t do a good job recognizing non-white faces because most engineers (i.e. software developers) are white. I’d argue that the AI does a poor job because of this: the developers aren’t very good.

Good software developers, in particular the lead developers, take an active role in ensuring they have good test data. The success of their software when it goes live is dependent on it. Anyone using training data  (i.e. using test data) in AI projects that is not using a broad set of faces is doing a poor job. Period. Regardless of whether or not they are white.

If the AI is supposed to do something (i.e. recognize all faces) and it does not, then the AI sucks. Don’t blame it on anything but technical abilities.

 

 

Facebook shows why we need augmented intelligence (Artificial and Human Intelligence)

Because if you don’t have augmented intelligence, and if you solely depend on AI like software, you get problems like this, whereby automated software triggers an event that a trained human might have picked up on.

AI and ML (machine learning) can be highly probabilistic and limited to the information it is trained on. Having a human involved makes up for those limits. Just like AI can process much more information quicker than a limited human can.

See the link to the New York Times story to see what I mean.

How IBM Watson helped Time magazine narrow its search for Person of the Year 

Interesting article: How IBM Watson helped Time magazine narrow its search for Person of the Year (IT Business)

From a technology point of view, it is also interesting that the IBM partner was using IBM’s Watson and Bluemix technologies.

I am biased here, as someone who works for IBM and believes in these technology, but I do think that if you think A.I. and cognitive doesn’t have a place in your business, you should read this. In the next two years, expect all your competitors to adopt these new technologies to compete with you.

A great primer on self driving trucks that everyone should read. (Really!)

This piece, 1.8 million American truck drivers could lose their jobs to robots. What then? (Vox) is a great primer on self driving trucks and how they are going to have a major impact sooner than later.

If you are interested in IT, AI or robots, it really shows one of the places where this technology is going to have a significant impact.

If you are interested in economics, politics, or sociology, then the effect of robots replacing all these truck drivers is definitely something you want to be aware of.

If you drive on highways, you definitely want to know about it.

In any case, it’s a good piece by David Roberts. That is his beat and I find he always does a great job of breaking down a topic like this and making it easier to understand and relevant to me. I recommend any of his pieces.

Want to understand what artificial intelligence and machine learning is?

If you want a better understanding of artificial intelligence or if you want to gain some insight into the future of machine learning, I recommend these two free reports, found here: Free AI Reports from  O’Reilly Media. There’s so much hype and speculation about AI: these reports cut through all that noise and they will give you a better understanding of what A.I. really is and where it is going.

P.S. If you like them, check out the many great non-A.I. related reports as well. You don’t have to be a technologist to be able to read them.