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Showing posts with label IBM Researchers. Show all posts
Showing posts with label IBM Researchers. Show all posts

Tuesday, February 15, 2011

Man and machine tied in 'Jeopardy' game-show match

From: http://www.msnbc.msn.com/

$1.5 million at stake as computer takes on two human champs on TV

Image: Ken Jennings, Brad Rutter
Seth Wenig  /  AP
 
"Jeopardy" champions Ken Jennings, left, and Brad Rutter, right, look on as an IBM computer called "Watson" beats them to the buzzer to answer a question during a practice round of the "Jeopardy!" quiz show in Yorktown Heights, N.Y. in January. The real competition is being aired this week on the syndicated TV program.
In the "Jeopardy" battle of man vs. machine, man and machine were neck-and-neck on Monday. 

Human player Brad Rutter and the supercomputer named Watson ended an initial round tied at $5,000. The other challenger, human Ken Jennings, was in third with $2,000.

Rutter (the show's all-time money-winner with $3.25 million) and Jennings (who has the longest winning streak at 74 games) are the most successful players in "Jeopardy" history. Watson, named for IBM founder Thomas J. Watson, is powered by 10 racks of computer servers running the Linux operating system.
"You are about to witness what may prove to be an historic competition," host Alex Trebek told viewers at the top of the show.

No question, Watson proved to be an amazing competitor — maybe even a little creepy in the speed and accuracy he displayed.

With categories including Beatles People, Olympic Oddities and Name the Decade, the round got started with Rutter choosing the first question, Alternate Meanings for $200: "4-letter word for a vantage point or a belief."

"What is a view?" was Rutter's correct response.

But Watson took charge with his answer to Alternate Meanings for $400: "4-letter word for the iron fitting on the hoof of a horse or a card-dealing box in a casino."

"What is a shoe?" said Watson in his resonant electronic voice.

His next selection was the game board's Daily Double, and, after wagering $1,000, he correctly named the literary character being sought: "Who is Hyde?"

At one point Watson was dominating to the tune of $4,000, against $200 each for Jennings and Rutter. Then Rutter, giving hope to worried human viewers, began his rally.

Along the way, Watson made a few embarrassing stumbles.

After Jennings incorrectly said the 1920s was the decade in which Oreo cookies were introduced, Watson jumped in with his answer: "What is 1920s?"

"No," Trebek told him. "Ken said that.
"
Rutter got it right when he responded, "What are the 1910s?"

Later, Watson slipped up on the question: "Stylish elegance, or students who all graduated in the same year."
"What is chic?" ventured Watson.

"What is class?" Rutter correctly answered.

The exhibition matches will continue on Tuesday and Wednesday on the popular trivia TV game show. Two complete games will be aired. The contestant with the highest cumulative score collects $1 million. The runner-up receives $300,000, and the third-place contestant gets $200,000.

IBM has said all of Watson's winnings will be given to charity. Jennings and Rutter plan to donate half of their winnings to the charities of their choice.

The bouts were taped at the IBM research center in Yorktown Heights, N.Y., last month. Both men and Watson have managed to keep the final outcome under wraps.

Watson is the result of years of development by IBM researchers. Like human contestants, it has no recourse to the Internet during play. Rather, it draws upon a huge database of information in its 15-trillion-byte memory, and sifts through potential answers with 2,880 processor cores.

The computer can identify the right answer with lightning speed — but it can also misfire badly, as occasionally seen on Monday. The reason is that Watson doesn't always catch the context for "Jeopardy" clues, which often play upon puns or clever word associations with the category titles. Watson's developers say the capacity to learn through real-world experience is something that may be built into future generations of question-answering computers.

Outside observers have estimated the cost of Watson's development in the range of tens of millions of dollars, or even hundreds of millions. Although Watson was optimized for playing "Jeopardy," IBM and its academic partners say Watson's progeny could help answer questions in a wide spectrum of specialized, data-heavy fields, including medicine and engineering.

This report includes information from The Associated Press' Frazier Moore and msnbc.com.



Monday, August 31, 2009

Single molecule, one million times smaller than a grain of sand, pictured for first time

By Claire Bates


It may look like a piece of honeycomb, but this lattice-shaped image is the first ever close-up view of a single molecule.

Scientists from IBM used an atomic force microscope (AFM) to reveal the chemical bonds within a molecule.

'This is the first time that all the atoms in a molecule have been imaged,' lead researcher Leo Gross said.

pentacene

The delicate inner structure of a pentacene molecule has been imaged with an atomic force microscope

The researchers focused on a single molecule of pentacene, which is commonly used in solar cells. The rectangular-shaped organic molecule is made up of 22 carbon atoms and 14 hydrogen atoms.

In the image above the hexagonal shapes of the five carbon rings are clear and even the positions of the hydrogen atoms around the carbon rings can be seen.

To give some perspective, the space between the carbon rings is only 0.14 nanometers across, which is roughly one million times smaller than the diameter of a grain of sand.

Textbook model: A computer-generated image of how we're used to seeing a molecule represented with balls and sticks

Textbook model: A computer-generated image of how we're used to seeing a molecule represented with balls and sticks

'If you think about how a doctor uses an X-ray to image bones and organs inside the human body, we are using the atomic force microscope to image the atomic structures that are the backbones of individual molecules,' said IBM researcher Gerhard Meyer.

3d

A 3D view showing how a single carbon monoxide molecule was used to create the image using a 'tuning fork' effect

The team from IBM Research Zurich said the results could have a huge impact of the field of nanotechnology, which seeks to understand and control some of the smallest objects known to mankind.

The AFM uses a sharp metal tip that acts like a tuning fork to measure the tiny forces between the tip and the molecule. This requires great precision as the tip moves within a nanometer of the sample.

'Above the skeleton of the molecular backbone (of the pentacene) you get a different detuning than above the surface the molecule is lying on,' Mr Gross said.

This detuning is then measured and converted into an image.

To stop the tip from absorbing the pentacene molecule, the researchers replaced the metal with a single molecule of carbon monoxide. This was found to be more stable and created weaker electrostatic attractions with the pentacene, creating a higher resolution image.

Enlarge IBM researchers

IBM researchers Nikolaj Moll, Reto Schlittler, Gerhard Meyer, Fabian Mohn and Leo Gross (l-r) stand behind an atomic force microscope Photo taken by Michael Lowry Image courtesy of IBM Research - Zurich

The experiment was also performed inside a high vacuum at the extremely cold temperature of -268C to avoid stray gas molecules or atomic vibrations from affecting the measurements.

'Eventually we want to investigate using molecules for molecular electronics,' Mr Gross said.

'We want to use molecules as wires or logic switches or elements.'