So It Begins: Darpa Sets Out to Make Computers That Can Teach Themselves
2013 03 22
By Robert Beckhusen | Wired
The Pentagon’s blue-sky research agency is readying a nearly four-year project to boost artificial intelligence systems by building machines that can teach themselves — while making it easier for ordinary schlubs like us to build them, too.
When Darpa talks about artificial intelligence, it’s not talking about modeling computers after the human brain. That path fell out of favor among computer scientists years ago as a means of creating artificial intelligence; we’d have to understand our own brains first before building a working artificial version of one. But the agency thinks we can build machines that learn and evolve, using algorithms — “probabilistic programming” — to parse through vast amounts of data and select the best of it. After that, the machine learns to repeat the process and do it better.
But building such machines remains really, really hard: The agency calls it “Herculean.” There are scarce development tools, which means “even a team of specially-trained machine learning experts makes only painfully slow progress.” So on April 10, Darpa is inviting scientists to a Virginia conference to brainstorm. What will follow are 46 months of development, along with annual “Summer Schools,” bringing in the scientists together with “potential customers” from the private sector and the government.
Called “Probabilistic Programming for Advanced Machine Learning,” or PPAML, scientists will be asked to figure out how to “enable new applications that are impossible to conceive of using today’s technology,” while making experts in the field “radically more effective,” according to a recent agency announcement. At the same time, Darpa wants to make the machines simpler and easier for non-experts to build machine-learning applications too.
It’s no surprise the mad scientists are interested. Machine learning can be used to make better systems for intelligence, surveillance and reconnaissance, a core military necessity.
Read the full article at: wired.com
DARPA Envisions the Future of Machine Learning
Apple’s Siri and the Future of Artificial Intelligence
Siri, Apple’s Implementation of DARPA Sponsored Artificial Intelligence Technology
A Primer On Risks From AI
Latest News from our Front Page
North Korea's internet is having serious problems
North Korea is having serious connectivity issues this morning, North Korea Tech reports. The country has extremely limited web infrastructure to begin with, but reports from Dyn indicate the country's infrastructure has suffered a series of major outages over the past 24 hours. As a result, anyone at a North Korean IP would have found it nearly impossible to connect ...
The Left, The State And (Opportunistically As Always) Big Business
Adapted from Paul Gottfried‘s address to the 2014 H.L. Mencken Club Conference, at a panel focused on “The Left and the State,“ following remarks made by Carl Horowitz of the National Legal and Policy Center and Keith Preston of Attack the System
I’d like to come back to a remark that Carl Horowitz made in Keith Preston described in his remarks, ...
'The Interview' A Sony False Flag Hack and Hollywood's Empire of Mediocrity
It’s official: Sony Pictures has pulled the plug on The Interview – across all media platforms.
The chain of events which led to this point may forever be marked by historians as a seminal, watershed moment in this troubling epoch, known simply as, ‘The Age of Stupidity’.
Without a doubt, the most exciting piece of foreign theater involving the US and North ...
US Silent on Psychologists Role in CIA’s Tortures: Doctors
Physicians for Human Rights had not received any response from the US Federal Commission to their call to investigate the role of health professionals in CIA’s torture program, Deputy Director of the organization told Sputnik.
December 19 (Sputnik) — US government has not responded to calls to prosecute doctors, who participated in CIA torture program, the Deputy Director of Communications for ...
Ziolebrities: Simon Cowell donates £100,000 to Israeli soldiers to please pregnant jewish girlfriend Lauren Silverman
Cowell, 54, is also planning a secret trip to Israel soon as he embraces the Jewish faith of Silverman, 36
Gala: Billionaire Haim Saban with Cowell
Simon Cowell has publicly donated nearly £100,000 in support of the Israeli army.
The X Factor boss pledged the cash to the Friends of the Israel Defense Forces at a US fund-raiser in Beverly Hills.
The lavish gala ...
|More News » |