Toyota uses AI to sell the Mirai - it's Inefficient Eco Car →

A few years ago I had a chance to check out the Toyota Mirai - a hydrogen powered electricly propelled car that Toyota claimed was, rather than its Pruis line or the trending battery electric vehicles,  the wave of the future.

Suffice it to say I didn't agree. hydrogen is not a sustainable or ecologically friendly fuel source at this time - maybe never. 

Still, Toyota put a lot of $$$$ into the research and development of the thing and they still believe that this thing, which allows for the continued time, energy and money drive-to-pump model of re-fuelling, in addition to the fact that one needs CNG or LNG to produce the fuel, is a product that Toyota hopes will take off.

To that end, Toyota has reached out to LA-based ad agency Saatchi to develop advertising materials for the series of poor logistical and ecological choices on four wheels that is the Mirai. 

To that end, the ad agency took to IBM's Watson Artificial Intelligence computer, where time and energy was spent programming the supercomputer to write phrases that would appeal to every single type of consumer that would be interested in the hydrogen-powered Mirai.

“First, Saatchi LA wrote 50 scripts based on location, behavioral insights and occupation data that explained the car’s features to set up a structure for the campaign. The scripts were then used to train Watson so it could whip up thousands of pieces of copy that sounded like they were written by humans.

“We realized that we couldn’t just let it go out and try to figure out the creative on its own,” Pierantozzi said. “We had to give it guidelines with exactly what we wanted, so then it then had a little bit of creative freedom to come up with some of the thoughts on its own.””

— http://www.adweek.com/digital/saatchi-la-trained-ibm-watson-to-write-thousands-of-ads-for-toyota/?utm_campaign=nl_1&utm_source=sailthru&utm_medium=email&utm_term=AWK_TodayTech

The computer was able to find myriad new ways to describe the vehicle to potential buyers. Unfortunately, the data neglected to mention that tech-savvy, eco-minded buyers, are not necessarily into under-powered vehicles that have to be powered by fuel that's only available at select pumps in or around California. Especially when they realise that hydrocarbons are needed to create that fuel in the first place.

Still, the method of advertising is novel. While it's not clear how well crafted the data set was that determined the targeting for this campaign, there are plenty of ways to identify users and consumers who are in the market for this or that trinket. The added benefit of AI is that it can make the messages more applicable to potential consumers and, eventually, it holds the promise of being able to do that in real time with the latest available data. Did your Android Watch recently report that you just finished a run? How about a smoothie? 

It may sound "creepy" at first, but relevance is everything when it comes to saving time and money in the ad space. I'd rather be enlightened about something I want than be annoyed by ads that interrupt the flow of my day, pushing products I have no real interest in. 

So what's the takeaway? We're that much closer to Minority Report, which is, in more ways than just advertising, the holy grail of so much of tech.

Lawyers replaced by *Legal* A.I.? Not yet. →

Steve Lohr, writing for the New York Times,

"...recent research and even the people working on the software meant to automate legal work say the adoption of A.I. in law firms will be a slow, task-by-task process. In other words, like it or not, a robot is not about to replace your lawyer. At least, not anytime soon."

This makes sense to me. Automation isn't a one-shot when it comes to thought-intensive tasks: it's a process. The good news for automators of the AI world, is that for all of the complexity of our legal system, it's (mostly) logical. Getting around arguments is going to be exceedingly difficult for a machine to take on, but when it comes to the *happy path* of any particular legal process, just look at Legal Zoom. They're taking the boring stuff away from lawyers every day, so all they need to do is check the documents once the forms have been filled in.

New AI Can Write and Rewrite Its Own Code to Increase Its Intelligence →

In brief:

• A company has developed a type of technology that allows a machine to effectively learn from fewer examples and refine its knowledge as further examples are provided.
• This technology could be applied to everything from teaching a smartphone to recognize a user's preferences to helping autonomous driving systems quickly identify obstacles.

You've heard it before-- This is the stuff of science fiction. But it's not. It's real and it's here and it's one of the surest signs that our civilization can take advantage of computing in new and powerful ways, including but not limited to robotics.

And Robotics is where this gets interesting. We've heard a lot of talk about advanced engineering-- robotics taking over jobs. With technology of the ilk described in this article, we could see robots being trained to build new machines that incrementally increase efficiency by increased automation. It's quite possibly the path to the end of work, which has been explored by both the Atlantic and the New York Times.