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Software Finds Learning Language Child's Play

A computer program that learns to decode language sounds in a similar way to a baby could shed new light on how humans acquire the ability to talk. It casts doubt on the idea that babies are born with an innate understanding of all possible language sounds.

The debate in language acquisition is around how much specific information about language is hard-wired into the brain of the infant, and how much is something that can be explained by relatively general purpose learning systems.

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Tags: natural language machine learning | 297 Comments
Category: news article from http://www.newscientisttech.com

What Would You do With 80 Cores?

An Intel developer discussed model-based computing, and how this relates to multi-core architectures.

"Like the human brain itself, these intelligent applications lend themselves to parallel processing. 80-cores would change the game in a broader sense than just hardware — it will enable new application possibilities."

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Tags: intel model based computing parallelism concurrency | 508 Comments
Category: blog post from http://blogs.intel.com

Apply AI 2007 Roundtable Report

The Apply AI Innovations 2007 conference drew together programmers from the games industry, students and professors from academia. The AI in games roundtable covered topics such as intelligent replanning, learning AI, debugging strategies, and opinions on current tools.

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Tags: apply ai roundtable game ai | 128 Comments
Category: blog post from http://aigamedev.com

Artificial General Intelligence: Now Is the Time

Dr. Ben Goertzel's talk at Google, discussing his own work on the Novamente Cognition Engine, an AGI project based on combining a number of knowledge representations and reasoning and learning techniques into an integrative architecture motivated by complex systems theory, and initially oriented at the control of virtual agents in 3D simulation worlds such as Second Life.

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Tags: google artificial general intelligence agi | 105 Comments
Category: interview from http://video.google.com

jKilavuz - a guide in the polygon soup

First public version of jKilavuz is released.

jKilavuz is a path engine for Java. It consists of an extensible set of tools for collecting pathfind data and finding and executing paths. Despite the complexness of subject it is designed for ease of use.

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Tags: java a* path engine hierarchical pathfinding | 107 Comments
Category: library from http://www.jkilavuz.com

Neural Network Creates Music CD

Computers have composed music before, but those efforts were little more than high-tech mixed tapes. Most computer composers have been taught rules of music through extensive programming or by breaking down works of human musicians and creating new pieces from the parts.

Instead, these Creativity Machine are untrained artificial intelligence computer known as a neural network. The neurons in the computer brain are mathematical entities instead of brain cells. The creative process starts by tweaking the mathematical connections between the neurons. That set off a cascade of calculations that were translated as sounds.

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Tags: neural network music generation machine learning | 228 Comments
Category: news article from http://www.stltoday.com

Decision Making for Medical Support

In April, the two-year-old RHIO began offering a clinical decision-support service through ActiveHealth Management, a New York-based company. ActiveHealth's CareEngine technology compares patients' medical, pharmacy and laboratory claims against established standards of care. It then notifies a physician if it finds an opportunity to improve a patient's treatment.

For example, CareEngine can alert physicians to potential adverse drug interactions, overlooked lab tests or the availability of beneficial drugs, according to ActiveHealth.

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Tags: pattern recognition drugs medicine | 120 Comments
Category: news article from http://www.fcw.com

Interview with Peter Denning on the Principles of Computing

A computing visionary and leader of the movement to define and elucidate the "great principles of computing," Peter J. Denning is a professor at the Naval Postgraduate School in Monterey, California. He is a former president of the ACM.

""Artificial intelligence (AI) researchers claimed that the mind is a computational process. When they discovered the rules of the process, a computer that followed the same rules would be conscious and intelligent. This claim, often called "strong AI", is not falsifiable. In the past two decades, mainstream AI has focused on falsifiable claims, such as "a neural net can be trained to read handwritten addresses from postal envelopes." In the older terminology, this was called 'weak AI', but it has transformed AI into a strong scientific enterprise.""

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Tags: strong ai weak ai interview | 94 Comments
Category: interview from http://www.acm.org