More AI for developers as Expect Labs releases the MindMeld API

8 hours ago Feb. 19, 2014 - 6:59 AM PST

Expect Labs, makers of the MindMeld app for dynamically suggesting content in response to the topics in a spoken conversation, is opening its artificial intelligence engine to the world via the new MindMeld API. Its the latest example of just how powerful APIs are becoming and offers yet another glimpse into how intelligent we will expect applications to be in the years to come.

The key to the MindMeld API is its ability (well, the ability of the system behind it) to account for context. The API will index and make a knowledge graph from a website, database or content collection, but then it also collects contextual clues from an applications users about where they are, what theyre doing or what theyre typing, for example. Its that context that lets the API decide which search results to display or content to recommend, and when.

And although speech recognition was a big component of the MindMeld app, the API doesnt require users to utilize a voice input. It could just as easily handle text search, location or other contextual inputs as the trigger for recommendations. Only about half the apps presently using the API rely on speech recognition, Tuttle said.

The API which ranges from free to $1,999 per month could potentially help someone build something similar to the Google Now assistant, but also a lot more. Maybe a news site wants to make better use of its video library by recommending videos to readers, or a call center wants to improve customer service by pointing operators to the right information to answer a customers question in real time. As it turns out, developing this machine intelligence capability is core to a lot of businesses, not just Googles,Expect Labs co-founder and CEO Tim Tuttle said.

The MindMeld app listens to conversations and recommends relevant content.

In fact, although the companys flagship MindMeld app was a great way to show off what Expect Labs technology could do and to hone its capabilities, the API is the core to Expect Labs business going forward. Were trying to make it possible for this tech to get into every app, every device and every website, Tuttle said.

Later, he added, Fiveyears from now, AI is going be the way that you get access to all the information that you wantit ends up being the gateway to the customer for just about everything you want.

Expect Labs wants to be one of the biggest and best companies providing that gateway. Companies like Intel have invested in Expect Labs, Tuttle said, because they realize the shift thats happening and they need to make sure their chips are designed to enable rather than hinder new capabilities.

Tim Tuttle

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More AI for developers as Expect Labs releases the MindMeld API

A Creepy New Startup Wants To Create Living Avatars For Dead People

Can a robot help you live forever? Not exactly, yet, but it might be able to help you talk to loved ones from the other side of the grave. Thats the creepy premise behind a new startup called Eterni.me, which says that after sorting through all of your Facebook posts, emails, photos, and chats, it can use artificial intelligence to create an avatar that acts "just like you."

As the website explains:

It generates a virtual YOU, an avatar that emulates your personality and can interact with, and offer information and advice to, your family and friends after you pass away. It's like a Skype chat from the past.

Eterni.me founder Marius Ursache says that the idea for the company has been on his mind for some time, fed by ideas like Ray Kurzweils singularity and brain download, chatbots, and shows like Black Mirror and movies like Her.

It all took shape after realizing a use which would actually be beneficial for people--beyond the obvious cool sci-fi effect, he says. For us, the idea that we can preserve a part of ourselves beyond death, and that someday this will make possible to preserve the knowledge of entire generations of humanity, is a big enough dream.

He points to the possibility that someday we could virtually interact with avatars of historic figures, along with former family and friends. But for now, its still very much an idea rather than a reality. The team is fresh out of MIT's Entrepreneurship Development Program and just beginning to look for funding and to develop the technology.

There are clearly a lot of issues to work out. While the service promises to keep everything you do online so its never forgotten, its not clear that most people would want all of that information to live forever, or that surviving relatives would get over the inherent weirdness of pretending to talk with someones who dead. Still, days after the website launched, 3,000 people had signed up.

For the company, the next steps will be developing the artificial intelligence needed to make everything work. Eventually, if all goes as planned, the program will begin gathering information for its first set of users--using both access to online accounts and by directly talking to the people themselves.

In order for this to be accurate, collecting the information is not enough--people will need to interact with the avatar periodically, to help it make sense of the information, and to fine-tune it, to make it more accurate, Ursache says.

The team hopes--perhaps optimistically, considering the scope of the technology that is still yet to be developed--to have a beta version of the service ready by 2015. Whether or not this particular company survives, it raises some questions: For generations that now document every meal on Instagram and every thought on Twitter, what do we want to happen to that information when we're gone? And if artificial intelligence can impersonate us when we're dead, what other more sinister programs might do the same thing while we're still alive?

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A Creepy New Startup Wants To Create Living Avatars For Dead People

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Artificial Intelligence Pioneer Gives Her A Thumbs Up

He might not be the next Roger Ebert, but that didnt stop futurist and artificial-intelligence pioneer Ray Kurzweil from giving Spike Jonzes Oscar-nominated and slightly satirical sci-fi dramedyHera strongly positive review on cinematic if not all technology grounds. This is a breakthrough concept in cinematic futurism in the way thatThe Matrixpresented a realistic vision that virtual reality will ultimately be as real as, well, real reality, Kurzweil writes in a review posted recently on his site KurzweilAI.net. Kurzweil, now Googles director of engineering, is author of books such asThe Singularity Is Nearand The Age of Spiritual Machines and subject of the documentaryTranscendent Man, all of which detail Kurzweils vision of a future when computer intelligence becomes self aware and merges more fully with human intelligence.

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Overall, Kurzweil calls the film very successful, and says it does a better job than most predecessors, such as Steven SpielbergsA.I.,in portraying a plausible future where a human and an artificial intelligence could have some sort of relationship.

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InHer,Joaquin Phoenixs lonely and depressed lead character Theodore becomes enamored with the operating system, which he dubs Samantha, that he has installed on his computer. Samantha, seductively voiced by Scarlett Johansson, becomes more and more emotionally involved with Theodore, even as Samantha grows more sophisticated and independent.

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Kurzweils caveats are mostly about the timing and rapidity of some technology developments portrayed in Jonzes slightly-in-the-future world.

His biggest beef, though,is a familiar one to his longtime followers, revolving around the films portrayal of artificial intelligence as a stand-alone creation. Samantha and Theodore have issues, despite some creative efforts to get around it, with the fact that one of them has a body and the other one doesnt, and one of them is developing rapidly into something new.

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But in the future, Kurzweil says, that wont be a problem. An AI, he says, wont be over there, separate from and disconnected from and eventually superior to humans, but part of and merged with them.

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Artificial Intelligence Pioneer Gives Her A Thumbs Up

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