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August 31, 2004: Blabble Releases Beta Of Blog-Tracking Service. InternetWeek. "Blabble has released the beta version of its research and analysis blog-tracking service for monitoring the viewpoints of blog postings. The service can track, aggregate, and evaluate opinions from more than two million blogs. ... 'The Blabble difference is our natural language processing. By using language processing, we break down and group intended thoughts in valuable ways,' said Blabble founder Matt Rice in a statement."
>>> Information Retrieval & Extraction, Natural Language Processing, Business, Applications

August 31, 2004: Sharper, smarter dirt robots. Devices a hit despite some hang-ups. By Mark Jewell. Associated Press / available from Milwaukee Journal Sentinel & JS Online (8/30/04). "A new generation of robotic vacuums is ready to do battle with dirt, dust and dog hair with more cleaning power and cunning than their ancestors could muster. Faced with the usual obstacles - furniture, stairs, low-hanging bed skirts and stray socks - they intelligently and acrobatically extricate themselves from most tight spots and largely avoid getting stuck or sucking in what they shouldn't. ... [T]heir artificial intelligence is impressive. The Discovery employs some of the technologies iRobot developed for military mine-sweeping. What limits these competing robovacs' performance isn't related to their artificial intelligence so much as to their small size and lightweight batteries."
>>> Household Appliances, Robots, Applications

August 31, 2004: Will Mario fold under pressure in 'Paper' sequel? Here's a closer look at what's making headlines in the world of interactive entertainment. By Marc Saltzman. USA Today. "Game of the Week: The Political Machine. ... Securing the most Electoral College votes is the goal of this lighthearted and timely simulation. You can choose to represent George W. Bush or John Kerry, or other contemporary or historical political figures.... You play against the computer's artificial intelligence or log onto the Internet for multiplayer matches."
>>> Video Games, Politics, Applications

August 31, 2004: Hard-drive hi-fi. By Sholto Macpherson. Australian IT. "Bose Australia will launch its Lifestyle 48 DVD system in October. Its uMusic management program uses artificial intelligence to decide which songs you like most and make selections according to your mood. It records up to 340 hours of music...."
>>> Agents, Machine Learning, Applications

August 30, 2004: Always on watch - 4.2 million surveillance cameras monitor public places in Britain. By Jane Wardell. Associated Press / available from The Journal Gazette / also available from CNN.com (Big Brother watches Britain; 8/31/04). "Big Brother is always watching in Britain. An estimated 4.2 million closed-circuit TV cameras observe people going about their everyday business, such as getting on a bus, lining up at the bank and driving around London. It's widely estimated that the average Briton is scrutinized by 300 cameras a day. The phenomenon is enabled by the arrival of digital video, cheap memory and sophisticated software. And Britain is acknowledged as the world leader of Orwellian surveillance -- perhaps because it has the experience of Irish terrorism, and is on guard for even worse today. ... Gas stations around the country are testing automatic number plate recognition to catch people who fill up but don't pay. ... Other video-cam networks use software that instructs the cameras to pick up unusual activity. 'They can identify something, like a bag in an airport, that shouldn't be part of the scene,' [Peter] Fry said."
>>> Law Enforcement, Image Understanding, Vision, Machine Learning, Applications, Ethical & Social Implications; also see this related article from July 2002.

August 30, 2004: In Search Of Better Video Search. IBM, Microsoft, and academic researchers are trying to invent ways to find specific images in video footage. By Aaron Ricadela. InformationWeek. "At a conference in Cambridge, England, last week, an IBM researcher gave the first public demonstration of a computer system called Marvel that uses statistical techniques to learn about relationships between colors, shapes, patterns, sounds, and other clues from video footage that can help identify its content. IBM's prototype then labels the footage so users can go back and find individual shots. That could be a boon not only to TV news producers but intelligence analysts watching surveillance video and even PC users editing home movies. Today's state of the art relies on searching for keywords embedded in video files, says IBM Research senior manager John Smith, who heads the project. ... Smith's team also is working with Columbia University's digital video multimedia lab on a project to search news footage from U.S. and foreign broadcasters for related topics, combining computer vision and image understanding with machine learning approaches that analyze each station's signature approach to a story."
>>> Information Retrieval, Image Understanding, Machine Learning, Vision, Law Enforcement, Applications

August 30, 2004: Coming soon - Robo-greeter. Automation has slashed factory jobs and is streamlining services and high-tech - but at what cost? By Gregory M. Lamb. The Christian Science Monitor. "In 19th-century England, craftsmen donned masks and rioted to force the destruction of textile machines that were stealing their jobs. The rebellion was crushed and the followers of Ludd - or Luddites - have come to be viewed as hapless rubes standing in the way of progress. But they had a point: Automation causes unemployment. The wave of automation now crashing onto the economy looks especially broad and powerful. Although its full impact is unclear, it could cause worker dislocation on a scale not seen since the Industrial Revolution, experts say. Eventually, technology creates more jobs than it takes away, they add. But in the short term, it's affecting more sectors of the labor market than in past eras of rapid technological change. ... Take industrial robots. Over the past 10 years, companies have spent some $100 billion installing them. Nearly 1 million are now on the job. The investment has proven spectacularly effective. The productivity of these machines has risen about 7 percent a year for the past decade. But the human cost has been immense. ... 'Smart systems,' computers that can do relatively routine tasks well, are beginning to gobble up jobs ranging from check-out clerks at Home Depot to airline ticket agents and hotel desk clerks - even to insurance underwriters and software customer support staff. ... So far, though, automation doesn't appear to have had a deep impact on job loss. For example, despite its airline kiosks and a tough travel economy, Continental says it has seen only a 4 percent decrease in ticket agents since 9/11. Kinetics is also running a pilot program at 55 McDonald's restaurants, where customers can order food at kiosks. Some restaurants have actually had to increase employment in the kitchen because of the faster customer turnover out front, says Jim Brown, a spokesman for Kinetics in Lake Mary, Fla. ... New technology becomes irresistible to businesses because it boosts productivity: That's bad for workers who lose jobs, but good for consumers who receive faster service and better products at lower prices. And it's perplexing for lawmakers."
>>> Ethical & Social Implications, Business & Manufacturing, Marketing, Customer Relations & E-Commerce, Robots, Industry Statistics, Applications

August 30, 2004: An apple for the computer - Machines are so sophisticated they can be used to grade essays. But in some ways, artificial intelligence still lacks common sense. By Faye Flam. Philadelphia Inquirer. "First, computers learned to beat people at chess, then they started answering 411 calls. Now, computers endowed with artificial intelligence are going where only teachers ventured before: They're grading essays. At least three companies are marketing computerized essay graders, and thousands of schools across the country are using them as teaching tools and to score standardized tests. ... Jill Burstein, [E-rater's] lead scientist and a computational linguist, said the computer is 'trained' by feeding it thousands of essays that have already been scored and then asking the system to look for patterns that distinguish the good from the bad. ... [E]ssay-scoring programs will work for students who make a good-faith effort, said Harry Barfoot, vice president for marketing and sales at Vantage Learning. 'It can't score poetry and creative writing,' he said, but that was never promised. ... [Henry] Lieberman and other artificial intelligence researchers say computers could become dramatically smarter and more humanlike in the future. The brain is just a physical machine, albeit a complicated one we don't yet understand, they argue. 'People have this illusion that what we do is magic and it will never be automated,' said University of Pennsylvania computer science professor Lyle Ungar. When he first started studying artificial intelligence, he said, no one thought a computer could play chess well enough to beat the masters. Today, computers can beat everyone at chess, he said, and we're no longer impressed."
>>> Education, Intelligent Tutoring Systems, Pattern Recognition, Commonsense, The AI Effect, Machine Learning, Applications

August 30, 2004: Robotics firm refigures military technology for commerical markets. By Joyce Gannon. Associated Press / available from SunHerald.com. "Even though Carnegie Mellon [University] has attracted millions of dollars worth of defense contracts to develop military robots, only a handful of companies actually are working on ways to apply robotic technology in the commercial market. [Keith] Moore cited industry veteran RedZone Robotics as 'one I see the most immediate potential for.' Also a Carnegie Mellon spinout, RedZone earned a high profile in the 1980s and 1990s as it created robots that could handle hazardous nuclear waste removal for the government. But its government contracts weren't enough to sustain it and in 2002, it filed for Chapter 11 bankruptcy. A year ago, it emerged with new management and a new focus on developing automated equipment to inspect and repair sewer lines and municipal water tanks. ... For the handful of local companies involved in robotics to make its mark as a booming industry, researchers and engineers have to 'manage expectations,' [Jorgen] Pedersen said. "The problem in the past has been a technology push rather than a technology pull. ... People hear the term robotics and think of Rosie (the maid) from The Jetsons'. But robotics won't be anywhere near the cognitive ability of human ability anytime soon."
>>> Robots, Hazards & Disasters, Autonomous Vehicles, Military, Applications; also see the next two articles in regard to the migration of military technology

August 29, 2004: Thought leadership. By Joseph Divanna. Moneyweb. "I was in Johannesburg recently, and Moneyweb's Alec Hogg posed to me an interesting set of questions surrounding the origins and nature of thought leadership that caused me think about thinking. Alec wanted to know what is a thought leader and how does someone create thought leadership. Here is how I would answer him. 1) What is thought leadership? Thought leadership is the product of associative aggregation that formulates a new state or condition to a specific problem. Simply, the process of connecting an idea, concepts, or product to a business process or condition that may or may not be typically associated with one another to either create or enhance a value proposition or determine the relativity of one item to another. For example, collaborative technologies that facilitate the rapid exchange of data can be aggregated together to streamline the mortgage application process. Similarly, technologies like artificial intelligence and expressive systems can be combined to analyze a customer's financial status and previous history and eliminate the mortgage application process entirely leaving only the settlement process. ... 2) How do Thought Leaders create materials and where do you get the ideas? ... Conversely, ideas also spring from a variety of unrelated sources brought together over time when a new challenge presents the right conditions. For example: a military software application that rates the probability of incoming missiles on a battlefield could be adapted to rank the probability of daily stock market fluctuations based on an array of data points...."
>>> Business, Banking & Finance, Expert Systems, Military, Applications; also see the next article in regard to the migration of military technology

August 29, 2004: It's a second pair of eyes. By Patrick Springer. In-Forum News. "Even highly trained radiologists can miss an irregularity that, if spotted, could mean early intervention against breast cancer. Now they have another set of eyes to help point to areas that need more attention -- a computer that provides a second read of the mammogram. The technology, called computer-aided detection, has been used in mammography screening at Innovis Health in Fargo for three months. ... At Innovis, the computer is prompting doctors to take more second looks. Most of the time, the abnormalities are benign. 'We're doing a lot more of the additional views,' [Paula] McGuinty said. That means calling the patient back for another mammogram, this time targeted at the suspicious area. In fact, the technology originally was used by the military for automatic target recognition. It combines image processing and artificial intelligence to sift through the clutter and zero in on potential trouble spots. Most studies have shown that more than 20 percent of cancers missed by a radiologist will be detected by the technology."
>>> Medicine, Image Understanding, Vision, Military, Applications

August 27, 2004: Toyota Concepts set for Paris debut. motoring.iafrica.com. "A new six-speed manual transmission is standard on the new Land Cruiser, designed to be compact and lightweight and to permit quick, smooth gearshifts. At the same time, the four-speed automatic gearbox is replaced by a five-speed unit that is equipped with AI-SHIFT, an artificial intelligence feature that adapts the gearchange pattern to suit road conditions and driver inputs. The addition of a linear solenoid valve reduces the shock when shifting gears, making for smoother and more refined operation."
>>> Transportation, Applications

August 27, 2004: What awaits this year's GCSE generation? By Jenny Rees. The Western Mail / available from ic Wales. "Thousands of children in Wales picked up their GCSE [General Certificate of Secondary Education] results yesterday and started to make one of the biggest decisions of their lives - what do I do next? Here Jenny Rees takes a look at what life may be like when their children reach exam age. Ian Neild, of the BT research centre, looks at new and emerging technologies, and says that while the pace of change is rapid, in some cases very little has changed.... As the internet and technology becomes more sophisticated young people are unlikely to see the relevance of learning foreign languages. 'We use the language of the web, it's the Microsoft language,' said Mr Neild. And if we're ever stuck without a dictionary in our chosen language, 'there are all these lovely language translators on line,' he added. ... Teaching is set for possibly the biggest change, our crystal ball tells us. 'Teaching numbers will be in decline because no one will want to teach the children so there will be an increasing use of artificial intelligence to give personal teaching,' said Mr Neild. 'Just as you have typing tutors, these sorts of things will let you learn in different way.'"
>>> Education, Intelligent Tutoring Systems, Machine Translation, Applications, Ethical & Social Implications

August 26, 2004: From factoids to facts. At last, a way of getting answers from the web. The Economist. "Ask MSR is still a prototype, although Microsoft is trying to improve it and it may be launched commercially under the name AnswerBot. Dr [Eric] Brill, meanwhile, has moved to a more difficult task. One of his most recent papers, written jointly with Radu Soricut of the University of Southern California, is entitled 'Beyond the Factoid'. It describes his efforts to build a system capable of providing 50-word answers to questions such as "What are the rules for qualifying for the Academy Awards?" This is harder than finding a single-word answer, but Dr Brill thinks it should be possible using something called a 'noisy channel' model. Such models are already employed in spell-checking and speech-recognition systems. They work by modelling the transformation between what a user means (in spell-checking, the word he intended to type) and what he does (the garbled word actually typed). ... Rather than relying on a traditional 'artificial intelligence' approach of parsing sentences and trying to work out what a question actually means, this quick-and-dirty method draws instead on the collective, ever-growing intelligence of the web itself."
>>> Information Retrieval, Web-Searching Agents, Natural Language Processing, Machine Learning, Applications

August 25, 2004: Card fraud prevention 'pays off'. BBC News. "Market analyst Datamonitor said credit card fraud fell 5% to £402.4m last year, from £424.6m in 2002. ... 'The efforts spent by the various players in preventing card fraud are finally paying off,' report author Karina Purang said. She added that the introduction of new technology - such as neural network systems which flag up transactions that do not match a cardholder's usual spending behaviour - had helped to curtail card fraud."
>>> Fraud Detection & Prevention, Banking, Neural Networks, Machine Learning, Applications

August 25, 2004: University of Maryland to Host Media Briefing on IT and Terrorism. TelecomWeb. "Current and future information technology (IT) applications for the prevention of terrorist attacks, as well as the exploitation of the Internet and other IT by terrorists will be the subjects of a University of Maryland media briefing at the National Press Club on Sept. 1. Experts from the university will assess technological developments and policy issues in many different areas, including gait and facial recognition surveillance systems; computer translation and artificial intelligence for sifting through batches of information; and information architecture and information sharing in the intelligence community."
>>> Law Enforcement, Biometrics (@ Image Understanding), Information Retrieval, Machine Translation, Web-Searching Agents, Applications, Computer Vision, Ethical & Social Implications, Natural Language Processing, Conferences & Events (@ Resources for Students)

August 25, 2004: EA's Gordon: Entertainment's future is interactive. By John Gaudiosi. The Hollywood Reporter. "Bing Gordon has been with Electronic Arts since its humble beginnings 22 years ago and now presides as executive vp and chief creative officer. He spoke with The Hollywood Reporter's video game reporter John Gaudiosi about the future of entertainment, which Gordon believes is clearly interactive. ... THR: What aspect of these impending new game platforms is most exciting to you? Gordon: The holy grail of movies is "story," which actually means 'surprise based on plot and character.' The next few years of game design creativity will be focused on surprises based on world dynamics, physics, artificial intelligence and other people's intelligence. THR: What are some things that the game industry can do better? Gordon: The games business needs to reach more people. We need more visionary women to make games for girls and women. We need games for the indigenous tastes of India and China. And we need to make games for people who have as much free time as teenagers: seniors."
>>> Video Games, Drama, Interviews, Applications

August 24, 2004: Cognitive radios would deliver signal - Built-in software would be smart enough to configure the signal to overcome obstacles. By Andrew Kantor. The Roanoke Times & roanoke.com. "Virginia Tech's Center for Wireless Telecommunications is developing a high-capacity communications system that would be smart enough to configure itself to work through all sorts of interference. That makes it a potential boon to military and emergency services personnel, who often have to deal with rubble-strewn streets or smoke-filled rooms. But just as important, it will allow communications systems to make much better use of the airwaves around them, potentially reducing or even eliminating the need for the government to divide the radio spectrum. Called 'cognitive radio' - a term coined in the late 1990s by Dr. Joseph Mitola. ... Cognitive-radio networks might be the answer, according to Dr. Charles Bostian, engineering coordinator of the CWT, who describes it as 'a merger of artificial intelligence with radio technology.' ... Further, he said, having several cognitive radios connected can create an entire high-speed network that can adjust itself based on its surroundings."
>>> Telecommunications, Networks, Hazards & Disasters, Applications

August 23, 2004: New software makes debut in tanker sector - Tankers International uses system to manage scheduling across its VLCC fleet. By Hugh O'Mahony. Lloyd's List (subscription req'd.). "Cutting-edge software deployed to accelerate complex decision-making in the logistics sector is being applied for the first time in oil tanker operations to optimise scheduling. ... After two years of trials Tankers International plans to take live a 'multi-agent' software package next month from London developer Magenta to manage scheduling across its very large crude carrier fleet. Multi-agent software uses the artificial intelligence principle of ontology to assess the factors subject to change - 'agents' - that act on a set of assets, devising optimal deployment in relation to prevailing requirements. ... When a new cargo is offered, 'agents', amounting to individual software programmes, 'negotiate' the optimum vessel for the cargo by comparing alternative routes, vessels, ports, costs, freight rates, fuel against propulsion, speed and distance."

  • Also see: Magenta Deploys its Multi-Agent Technology to Optimize One of the World's Largest Oil Tanker Fleets. PRNewswire / available from WQAD (August 13, 2004). "[W]hen a new cargo is offered, agents are created within the database that contains all the data about the cargo - for example freight rates, size and type of cargo, as well as load and discharge ports. The agents then negotiate within the virtual market to decide the optimum vessel for the cargo, based on TI's fleet strategy. The agents do this by competing to find the best solution between supply and demand by comparing alternative routes, vessels, ports, costs, freight rates, fuel for propulsion, speed, distance and even positions of the vessels. This data and the defining concepts upon which the agents base their decisions are stored within the knowledge database, known as the Ontology. Unlike other systems, the agents are also able to resolve conflicts as they are not bound by rigid rules and are able to work around problems."

August 23, 2004: WebGen keeps rooms cool and electric bills down at UM. The Miami Herald & Herald.com. "[W]hen you're the University of Miami , it's next to impossible to monitor what's happening in each classroom, office and lab on a 260-acre campus that includes two colleges and seven schools. Enter WebGen, a Cambridge, Mass., company that has developed a software-based system that allows businesses and organizations to control their energy use and costs. ... At UM, each floor in a building is divided into zones. ... The WebGen systems check in every two minutes. ... The system also factors in the weather and how the room is being used. At UM, WebGen is tied into the school's scheduling system so it knows when classes are in session and rooms in use. ... The four partners who wrote the business plan for WebGen came from disparate backgrounds, but they brought the expertise needed to make the company work. ... Dirk Mahling provided the technology through his work with artificial intelligence and neural networks...."
>>> Neural Networks, Smart Houses, Applications, Machine Learning

August 23, 2004: Mars Probes to Yell 'Geronimo!' By Christopher Genna. Wired News. "Earlier this week, Boeing won a three-year $1.5 million contract from NASA to develop parachute guidance technology that would help future robotic missions to Mars land within 2.5 miles of a target area, a crucial development for future manned missions. ... Earth-based vehicles do have controllable parachutes, but the system to be designed for Mars would be controlled by on-board computers, since commands from earth take about 14 minutes to reach Mars -- a lot of time for things to go wrong in an atmosphere that's 1/100 as dense as Earth's."
>>> Space Exploration, Autonomous Vehicles, Applications

August 23, 2004: Ideas from Thin Air - The golden era of pure industrial research is over everywhere, with one giant exception -- Microsoft. By Sarah Sennott. Newsweek International / available from MSNBC. "The camera tries to take a picture only when something's happening -- it has sensors that detect movement and changes in temperature and light. And Microsoft has developed software that makes it possible to catalog and search through all the data. This summer Williams plans trials with patients from a local hospital suffering from memory loss. Don't expect to see the gadget on sale any time soon, though. 'Microsoft has no plans to productize or launch the device in the near future,' says Williams. That kind of research for research's sake is typical; for years Microsoft has been bucking the trend toward smaller dreams and tighter budgets in R&D. Even now, in times of cost-cutting and slower growth, the company maintains a commitment to spending on new ideas and products that is rare, even spendthrift, by today's standards. Nowadays rivals turn to alliances with universities, start-up companies and the occasional acquisition in order to develop new products. Microsoft's annual research-and-development budget, on the other hand, is $6.8 billion. ... The Redmond giant, whose researchers are exploring more than 50 different areas of computer science -- from speech recognition and natural language processing to graphics -- and operating systems -- doesn't seem concerned. According to Microsoft managers, only 50 percent of the researchers' work in a two- to three-year period should make it into a product."
>>> Applications, Assisitive Technologies, Speech, Natural Language Processing, AI Overview

August 22, 2004: The Making of an X Box Warrior - The military has quietly become an industry leader in video-game design, creating games to train and even recruit the soldiers of the PlayStation generation. Will virtual boot camp make combat more real or more surreal? By Clive Thompson. The New York Times Magazine (no fee reg. req'd.). "It was only a virtual Baghdad, baking under a virtual sun. As in real life, though, troops were dodging gunfire. I was at the Institute for Creative Technologies in Marina Del Rey, Calif., playing a new X box video game called Full Spectrum Warrior. ... For the past three years, the military has been entertaining the surprising idea that video games, even those that you play on a commerical system like Microsoft's Xbox, can be an effective way to train soldiers. In fact, the Army is now one of the industry's most innovative creators, hiring high-end programmers and designers from Silicon Valley and Hollywood to devise and refine its games. Some of these games are action-packed, like Full Spectrum Warrior. Others, like one that the military's Special Operations Command is currently designing to help recruits practice their Arabic, are less so. All the games, however, speak to the military's urgent need to train recruits for the new challenges of peacekeeping efforts in places like Iraq. ... Not everyone in the military is convinced that receiving training in a game is possible or even useful. ... One of the biggest concerns that skeptics voice is the danger of so-called negative training. If a game is programmed with unrealistic physics and behavior, it can teach soldiers incorrect techniques -- potentially deadly when they eventually enter combat. In a game like Full Spectrum Warrior, where the enemy is made up of computerized opponents with artificial intelligence, the obvious concern is that the preparation will not give a human-enough sense of how devious, or inept, a real enemy can be."
>>> Intelligent Tutoring Systems, Video Games, Military, Agents, Speech, Education, Natural Language Processing, Applications; also see this related article.

August 21, 2004: Robot, Fembot, Ribbon. Studio 360. Radio broadcast (and more) from Public Radio International and WNYC New York Public Radio.

  • Cover Story - Robots: "Kurt Andersen talks with Rodney Brooks, Director of the MIT Artificial Intelligence Lab, about the culture of robots. ... Rodney Brooks is a scientist, professor, and director of the MIT Artificial Intelligence Lab. He is the inventor of many robots, including the Roomba, the intelligent vacuum cleaner. His latest book is Flesh and Machines."
  • Robot Hut: "The toy collector John Rigg began wiring circuits in kindergarten. He was still little when he gave his mom a cardboard robot he built with motors, electric lights, and a little candy-filled drawer. Today, John Rigg displays thousands of "metal men" in a big barn near Spokane, Washington. Produced by Harriet Baskas."
  • Fembot Factor: "Most of the robots you know from the movies are male. There's Robbie the Robot, C-3PO, Data the sensitive android on Star Trek, and the violent cyborgs of Terminator and Robocop. But what about the female robots? Writer Susie Bright has some thoughts on the ways they've been imagined on the big screen. Produced by Jocelyn Gonzales."
  • Voyager: " The Voyager computer program is a powerful robot. It composes music--improvised, unpredictable music--using a virtual 64-piece orchestra. The Voyager's inventor, George Lewis, improvises with his robotic partner, and creates music that we'd like to think only humans could make. Produced by Ted Panken."

>>> Robots, Music, Science Fiction, Applications, Interviews

August 20, 2004: The War Room. By Steve Silberman. Wired News (This article will appear in the September 2004 issue of Wired Magazine.) "The installation is the brainchild of the Institute for Creative Technologies, an Army-funded R&D group at the University of Southern California. ICT brings together videogame developers, f/x artists, research scientists, and Pentagon experts to create faster, cheaper, and more effective ways of preparing recruits for their jobs on the front lines. ... The backbone of military training for centuries was rote learning. The goal of the punishing routines and endless drills was to replace thinking with instinct so that at the sound of gunshots, a soldier would automatically return fire. But this kind of schooling, the Pentagon now believes, is inadequate to prepare soldiers for hot spots like the Sunni Triangle, where it's not enough to be a good marksman. These days, grunts fresh out of basic training must also be versed in the nuances of street-level diplomacy with an increasingly hostile citizenry in densely populated neighborhoods where allies can turn into opposing forces overnight. To teach recruits how to navigate complex situations, ICT's virtual training packages are built around the oldest form of immersive experience: storytelling. 'Instead of moving the classroom into the field, we're moving the field into the classroom,' says Randy Hill, the institute's deputy technology director. An ICT software package for desktop PCs called Think Like a Commander engages captains-in-training in conflict scenarios derived from interviews with senior officers who served in Bosnia or Afghanistan. In one story line, warlords descend on a food-distribution outpost, and the trainee must quickly determine who to trust and how to build alliances with the locals. The roles of the coalition soldiers, tribal leaders, and villagers are played by lifelike avatars programmed with megabytes of artificial intelligence, Army doctrine, and speech-and-text recognition software. ... Studies by academic researchers have shown that immersion in simulated environments increases learning speed and retention for a range of tasks, from making laparoscopic incisions to rescuing people from burning buildings. ... Virtual military training dates back to 1929, when Ed Link, the son of an organ manufacturer, invented the first flight simulator.... Impressed by Link's teaching tool, the Navy set about creating a simulator that relied on a computer instead of pumps and valves. The effort, dubbed Project Whirlwind and spearheaded at MIT, produced the first digital computer (manufactured by an upstart calculator maker called IBM) and many of the technical foundations of the modern networked age...."
>>> Intelligent Tutoring Systems, Video Games, Military, Agents, Speech, Education, Natural Language Processing, History, Applications

August 20, 2004: Diverse Sciences Propel Bioinformatics. By Jessica D. Tenenbaum. eWeek. " At conferences in computational biology, speakers generally start with questions: 'How many people in the room are biologists? Computer scientists? Other?' It can be hard to predict what kinds of experts will show up in the audience. This year's Computational Systems Bioinformatics Conference, the third of its kind, was no exception. The CSB 2002 Web site described the conference's goal as bringing together 'biology and computer science' experts. This year, the conference organizers hope to 'promote a systems biology approach that links biology, computer science, mathematics, chemistry, physics, medicine and engineering.' That's five new disciplines in two years. Even so, we've left out statistics. ... One is struck both by how far the field has come in a relatively short period of time, and also by how far it has yet to go. In the past 10 years, the numbers of sequences stored in public databases such as GenBank, SwissProt and even the Protein Data Bank all have increased exponentially. ... The conference agenda itself highlighted how interdisciplinary this field is. ... Other presentations included methods from high-throughput microscopy, text processing, data mining, artificial intelligence and more. Fusions of fields are not just expected but required. Stephen Wong of Harvard University explained how to use robotic automation and digital microscopy to screen thousands of cells simultaneously for, among other tasks, high-throughput drug screening."
>>> Bioinformatics, Data Mining, Applications, Machine Learning, Robots

August 20, 2004: Computers Can Argue, Researcher Claims. To resolve conflicts through negotiation, computers need artificial intelligence programs, researcher Nick Jennings says. 'To improve their performance, we need to ensure they have the ability to overcome real-world problems such as conflict.' By Mike Martin. NewsFactor Network - Innovation. "[Nick] Jennings -- a computer science professor at the University of Southampton -- assesses the effectiveness of so-called 'argumentation-based negotiation' (ABN) for computer agents in a recently published paper. Agents are computer systems to which an operator can delegate tasks. Considered autonomous in comparison to programs that depend on every keystroke, agents are increasingly used in a wide range of industrial and commercial domains, including robotics, e-commerce, computer games and information retrieval. In systems with more than one agent, where 'autonomous entities pursue their own goals, conflict is inevitable,' Jennings explained."
>>> Multi-Agent Systems, E-Commerce, Agents, Applications, Science Fiction

August 19, 2004: Future Route releases AI-based fraud detection product. finextra news. "UK-based Future Route is releasing a new card fraud detection system, iHex, based on artificial intelligence technology developed at Oxford University's computing laboratories for bio-informatics. The product has been designed for use by financial services firms, government agencies and corporations. IHex detects fraud using Inductive Logic Programming (ILP) techniques - an artificially intelligent method of identifying fraud patterns and anomalies. The vendor says unlike many other pattern detection products, the system automatically generates and continuously enhances underlying rules."
>>> Fraud Detection & Prevention, Banking, Pattern Recognition, Machine Learning, Expert Systems, Applications

August 19, 2004: Gauging the Google Effect. By Keith Regan. E-Commerce Times. "As Google lurched into its new life as a public company, debuting Thursday as the newest member of the Nasdaq, the impact of the search engine's still-blockbuster IPO on the tech industry as a whole was already being debated. ... [Rob] Enderle said the impending fierce competition among the search heavyweights, as well as contributions from startups, could result in accelerated development of technology and tools that will make a difference in the business world. 'Finding things has become a problem for every industry and virtually ever person in it. A strong search technology has a huge potential impact on global productivity,' he added. 'We may actually see the first thing approaching a real artificial intelligence in search because of the money focused on the related problems and the tremendous need for search to be adoptive and intelligent.'"
>>> Web-Searching Agents, Information Retrieval, Applications, Agents

August 19, 2004: IT trends transform everyday activities. By Kim Sa-hyuk. The Korea Herald. "It could be said that information-technology is revolutionizing every existing structure and method of business and everyday life. With the rapid development in technology, it is becoming increasingly difficult to predict the future of Korea's information-technology industry and service market. However, analysts are pointing to a number of 'mega-trends' that could have a fundamental impact in the future. Digitalization, expansion of mobile and ubiquitous computing, expansion of broadband infrastructure, convergence of digital media, personalization of information-technology services and development of intelligent-agent technologies, are a few of the trends that garner attention."
>>> Agents, Systems, Applications, AI Overview, Robots

August 18, 2004: Robovacs more amusing than thorough. Product review by Mark Jewell. Associated Press / available from Boston.com. "A new generation of robotic vacuums is ready to do battle with dirt, dust and dog hair with more cleaning power and cunning than their ancestors could muster. ... [T]heir artificial intelligence is impressive. The Discovery employs some of the technologies iRobot developed for military minesweeping. What limits these competing robovacs' performance isn't related to their artificial intelligence so much as to their small size and lightweight batteries."
>>> Household Appliances, Applications, Robots

August 18, 2004: Popular stock market invt theories. By Richard J. Maturi. Sify.com. "There's a myriad of broad based investment theories within which numerous investment strategies can be implemented. Here we will look at the rationale behind these theories and how they work. ... Jerry Felson offers an alternative to the efficient market theory in his book, Cybernetic Approach to Stock Market Analysis (Exposition Press, 1975) in order to bypass its perceived limitations and deficiencies. ... Using cybernetics concepts (the science and control of communication, and mathematical analysis of the flow of information) and artificial intelligence (advanced cybernetics) techniques, Felson proposes developing judgmental decision-making processes by weighing evidence and formalizing investment analysis. In plain language, the cybernetics approach automates the investment decision-making process through the use of pattern recognition, learning system theory, and other methods, removing the imperfect human factor and theoretically improving investment returns"
>>> Finance & Investing, Pattern Recognition, Machine Learning, Applications

August 17, 2004: Moving heads. Technology Chatroom article by Stan Beer. The Age. "Robotics expert, Dr Alex Zelinsky has started as full-time director of the CSIRO ICT Centre after a transitional period from his former role as chief executive of computer vision company Seeing Machines. Dr Zelinsky is a robotics and computer vision specialist and a globally recognised scientist in the field of human-machine interaction."
>>> Applications, Vision, Robots, Interfaces

August 17, 2004: Robot in line for top job. By Sonia Verma. The Toronto Star. "Once upon a time, most of the people who wound up working here were little kids with big dreams. Those dreams usually involved distant, faraway things in outer space. So when they grew up they wanted to figure out a way to grab them. At least that's the story most of the aerospace engineers at Brampton's MD Robotics will tell you when you ask how they ended up here, inside a sun-starved room filled with working testaments to Canada's space program -- a program they helped build. Dressed in a regulation lab coat and itchy hairnet, company vice-president Paul Cooper breezes through the lab with the brisk purpose of a surgeon in an operating room. He talks about the robots that surround him as if they were past patients. Some are in need of a tune-up after coming back from a big mission. Others are still waiting for their turn in outer space. Strewn around the room like scattered toys are the disassembled parts from several enormous Canadarm robots, one of this country's most important contributions to the space program. Put together, they are shaped something like a hockey stick and have been used in the past to place satellites into orbit and rescue malfunctioning ones for repair. But what concerns Cooper these days is the future. And at the moment, its name is Dextre: a Canadian-engineered headless robot with 2-metre trunk with 3.5-metre arms, which has just been tapped for a very big job: fixing the aging Hubble Space Telescope."
>>> Astronomy & Space Exploration, Robots, Applications

August 17, 2004: Funding for UCD-based Lightwave. Radio Telefís Éireann (RTÉ), the Irish Public Service Broadcasting Organisation. "Lightwave is close to developing its first product, called ICE (Intelligent Control of Energy), which uses artificial intelligence techniques to anticipate how a building will react to new conditions such as the outside temperature or the number of people occupying the building."

  • Also see: Lightwave secures funding. Ireland On-Line (August 17, 2004). "Lightwave Technologies, an innovative environmental technology company located at NovaUCD, has secured seed capital funding of ¤300,000 from a group of private investors. Lightwave Technologies uses artificial intelligence techniques to make efficient decisions for controlling energy usage in commercial buildings with the objective of saving up to 30% of energy costs for clients. ... This system is using new advances in computer science in the area of neural networks."
>>> Neural Networks, Smart Houses, Applications, Machine Learning

August 17, 2004: The 'Nose' Knows A Sweet Smell Of Success. SpaceDaily. "What about detecting chemical leaks in enclosed spaces, like the International Space Station or Space Shuttle? NASA built 'E-Nose' to come to the rescue. The Agency's Jet Propulsion Laboratory in California and the California Institute of Technology jointly developed a method for a machine to 'smell.' ... E-Nose technology has the ability to send a signal to an environmental control system where a central computer decides how to handle the problem, without human interaction. The device also can be 'trained' in one session to detect many specific contaminants. ... Commercial companies were quick to see E-Nose's potential. In March 1997, JPL licensed the technology to Cyrano Sciences, of Pasadena, Calif. The company renamed the device 'Cyranose 320' and put it to work in the food industry, testing for spoilage. The technology is also being tested to detect toxic materials, water pollutants and chemical leaks."
>>> Artificial Noses, Hazards & Disasters, Applications, Resources for Educators, Machine Learning

August 16, 2004: Greatest computer-generated movie sequences - The Lord of the Rings. By Miya Knights. vnunet.com. "The Battle for Minas Tirith in The Return of the King uses advanced computer-generated imagery to recreate the battle scenes from J.R.R. Tolkien's The Lord of the Rings trilogy. Pioneering work in artificial intelligence development by Weta Digital, the technology-based half of director Peter Jackson's production company, was used to create a simulation of every 'agent' in the scene. The software, called Massive, was originally developed by Weta Digital guru Steven Regelous for work on a remake of King Kong in 1997. It uses artificial intelligence engines to control the movements and behaviour of crowds or animated creatures. ... Jackson has said since that Regelous and his team knew they were on to something with the artificial intelligence when they pitted 1,000 randomly generated silver men against the same number in gold in the first battle simulation, and three or four on the edges simply turned and ran for the hills."
>>> Agents, Multi-Agent Systems, Drama, Applications

August 14, 2004: Gadget of the week - Hearing aids with 'artificial intelligence.' The New York Times / available from The International Herald Tribune. "A new hearing aid from Oticon, the Syncro, goes a step further, incorporating artificial intelligence software. The hearing aid ... uses an algorithm to adapt to the wearer's environment by constantly adjusting its digital sound processor's signal-to-noise ratio. The software aims to mimic natural hearing, in which the brain is constantly scanning for meaningful sounds and screening out noise."
>>> Assistive Technologies, Speech, Applications

August 13, 2004: Your CV has a fatal error. You haven't been rejected until you've been rejected by a computer. By Steve Dow. Fairfax Digital, smh.com.au & The Sydney Morning Herald. "If you've applied for a job in recent months - and been turned down - get ready for a shock. It's likely your resume never made it into human hands. Every day thousands of job applications are being automatically assessed and rejected by an artificial intelligence technology developed in Sydney. ... 'Ease of application has created an email bottleneck,' says the website of the Sydney firm Recruit Advantage. There are 'masses of unqualified job applicants' and there is 'no time to respond to job applicant emails'. So Recruit Advantage invented a software program that did it automatically. The program, TurboRecruit, 'automatically pre-screens job candidates to YOUR requirements'. The technology can spit out hundreds of 'thanks, but no thanks' letters every morning before employment agency consultants even switch on their computers. ... The technology is already being used by companies such as Coca-Cola Amatil and government departments, including Centrelink, Sydney Water and the Department of Defence. It is in place at many of the big recruitment agencies.... Some job seekers have wondered at the speed with which rejection letters are appearing in their inboxes."
>>> Business, Applications

August 12, 2004: Amid the Cacophony, a Quiet Conversation. By Anne Eisenberg. The New York Times (no fee reg. req'd.). "Background noise gets in the way of many cellphone conversations. It can be hard to hear what the person on the other end is saying when there is competition from traffic or nearby people who are also talking. But several electrical engineers and other scientists are working to reduce or mask the distracting noises that can reach a cellphone and disrupt a conversation. At the University of Toronto, [Parham Aarabi] has devised a two-microphone system that can focus on the speaker's voice and filter out other noises, turning competing conversations into a mild hum. ... The device may also be useful in improving the accuracy of voice recognition interfaces used with computers and in cars, where voice commands are used to activate cellphones and navigation systems. Cars can be a difficult environment for speech recognition systems because of traffic and wind noise.Background sounds have long been a barrier to the widespread adoption of speech recognition systems, said Li Deng, an electrical engineer and senior researcher in the speech technology group at Microsoft in Redmond, Wash. Like Dr. Aarabi, Dr. Deng has developed software algorithms to improve speech recognition by reducing background noise."
>>> Telecommunications, Speech, Applications

August 12, 2004: Computer Graded Writing. Written by Nancy Steinbach and reported by Steve Ember. VOA News broadcast. "Educators know that teaching students to write well is not easy. One problem is the amount of time needed to read through large amounts of work. So some companies have developed computer programs. These can grade student writing much more quickly than a human can. Writing tests can also cost less to administer by computer than by paper-and-pencil. These computer systems are known as e-raters. They use artificial intelligence to think in a way like teachers. In the state of Indiana, computer grading of a statewide writing test began with a test of the system itself. For two years, both a computer and humans graded the student writing. Officials say there was almost no difference between the computer grades and those given by the human readers. ... How do teachers feel about all this? ..."
>>> Education, Intelligent Tutoring Systems, Applications

August 10, 2004: NASA Develops Robust Artificial Intelligence for Planetary Rovers. By John Bluck. NASA.gov. "NASA is planning to add a strong dose of artificial intelligence (AI) to planetary rovers to make them much more self-reliant, capable of making basic decisions during a mission. Scientists at NASA Ames Research Center, in the heart of California's Silicon Valley, are developing very complex AI software that enables a higher level of robotic intelligence. n the past, very simple artificial intelligence systems on board rovers allowed them to make some simple decisions, but much smarter AI will enable these mobile robots to make many decisions now made by mission controllers. ... 'State-of-the-art artificial intelligence software will deliberate on board the rovers. One such state-of-the-art, complex, AI-based agent software is based on an ambitious architecture called Intelligent Deployable Execution Agents, or IDEA, developed at NASA Ames over the last 4 years,' [Kanna] Rajan explained. An agent is software that mimics the human thought process to do things a human being wants to be done. ... 'Creating strong AI software is a very exciting and challenging problem, and it inspires us and our students to work on this bold effort,' said noted artificial intelligence expert professor Milind Tambe of the University of California, Los Angeles, who has worked with Rajan."
>>> Autonomous Vehicles, Space Exploration, Agents, Robots, Applications

August 7, 2004: AI vital in charting direction. Daily Express, Sabah, Malaysia. "Artificial intelligence (AI) and its applications are inevitable components in mapping a direction very much in line with the Government's objectives to advance in science and technology, said Chief Minister Datuk Seri Musa Aman. 'It provides fundamental benefits to our society,' he said. ... Musa said this while launching the 2nd International Conference on Artificial Intelligence Applications in Engineering and Technology (ICAIET) 2004 at Pacific Sutera Resort & Spa, here, Wednesday. ... 'It is clear that the development in AI had grown exponentially. This indicates the AI applications are unlimited,' he said. He pointed out that several products, equipment and processes using AI had attained a high degree of success in daily life such as the washing machine, rice cooker, video games as well as advanced vehicle brake system."
>>> Household Appliances, Fuzzy Logic, Transportation, Applications, Conferences (@ Resources for Students)

August 6, 2004: Italy's Sky-X Demonstrator Explores Artificial Intelligence. By Tom Kington. ISR Journal. " The unmanned combat aerial vehicle (UCAV) technology demonstrator Sky-X, being developed by Alenia Aeronautica, is evolving into a stealthier, more silent aircraft as it nears its planned spring 2005 debut flight. Planners decided to delay the flight -- originally set for June this year -- to create a longer, more angular form and to investigate stealthier materials. Meanwhile they are seeking ideas on artificial intelligence that would allow a UCAV to make more decisions in flight, thus reducing communications in enemy territory that can be spotted, jammed or break down. 'Our interest in ways to allow the aircraft to decide to change plans in flight stems from the new frontiers in [network-centric] operations,' said Carmelo Cosentino, executive vice president and general manager for military programs at Alenia Aeronautica, a Finmeccanica unit. 'Net-centric operations is all about making decisions without needing to go up the chain of command every time, and artificial intelligence can assist this.'"
>>> Autonomous Vehicles, Military, Applications

August 3, 2004: The Human Element - Robots, Robots Everywhere. One-task robots are already here, and the race is on to come up with "substitute humans." Eric Butterfield, PC World. "If you're hankering for a robot to make your life easier, you've got plenty of company. The demand for helpful household robots is booming. Dan Kara, president of Robotics Trends, estimates that 4 million personal robots will be sold in 2006. ... Mass production is needed to bring the price of complex robots within the reach of the average consumer. Rob Enderle, president and principal analyst of the Enderle Group, thinks the interest is certainly there. 'I think this is all being driven by the popularity of the I, Robot movie,' says Enderle. 'And once you demonstrate demand, it typically isn't very long before somebody figures out a way to deliver it.' ...Before you can afford a robot that accurately mimics your behavior, there will likely be inexpensive software that exceeds your intelligence and can converse fluently. Even though software can't pick up your socks, it'd be nice to have a program that can converse with you in between humiliating bouts of chess. 'An efficient personal assistant doesn't really need a body,' says Yaki Dunietz, president of Artificial Intelligence Research in Savyon, Israel. 'The [artificial intelligence] technology will be very affordable because it is pure software.'"
>>> Robots, Agents, Assisitive Technologies, Robotic Pets & Toys, Household Appliances, Applications, Industry Statistics

August 2, 2004: Voice and language recognition yields city information. IST Results. "New in town and don't know a soul! An evening free, but no idea where to go. What do you do? According to CATCH-2004, you consult one of their interactive systems for the information you need in your native language, and go straight to your preferred venue! ... To achieve their ends, the project participants developed a multilingual interface that could handle both direct and spoken-language interrogation, a unified architecture that could handle input from a variety of client devices, and voice-enabled access to the Web databases connected to this architecture."
>>> Customer Relations, Information Retrieval, Speech, Natural Language Processing, Machine Translation, Applications

August 2, 2004: Feds launch bioinformatics centers - Institute contracts for databases and portals to compile info on diseases. By Michael Hardy. FCW.com. "Officials at the National Institute of Allergy and Infectious Diseases (NIAID) are enlisting private companies and universities to help make data available about disease-causing organisms. ... Officials at NIAID, which is part of the National Institutes of Health, have awarded seven Bioinformatics Resource Center (BRC) contracts, and one more is in negotiations, [Valentina Di Francesco, bioinformatics program director] said. ... The study of how an organism's genes are arranged and interact is called genomics. Genes order the body's cells to produce proteins, which affect the body's processes. The study of the proteins is called proteomics. The BRCs will support both disciplines and related fields. The other component of the BRC project is to develop and distribute open-source software for researchers to use in viewing and managing data, Di Francesco said. This includes developing a set of standards for systems to freely exchange genomic data. Bioinformatics is a difficult field to work in because it requires collaboration between biologists and computer scientists to develop systems that address the data's complexity and are useful to researchers, she said."
>>> Bioinformatics, Applications

August 2, 2004: Animated face helps deaf with phone chat. By Will Knight. New Scientist News. "Software that creates an animated face to match someone talking on the other end of a phone line can help people with hearing difficulties converse, suggests a new study. The animated face provides a realistic impersonation of a person speaking, enabling lip-readers to follow the conversation visually as well as audibly. ... The neural network used by SimFace identifies particular sounds, or 'phonemes', rather than entire words. This has been shown to be a particularly fast way of matching words to animation. By concentrating on sounds the system can also represent words that it has not encountered previously. ... The system was developed by researchers at Royal Institute of Technology, in Stockholm, Sweden, University College London, UK as well as Dutch software company Viataal and Belgian voice analysis firm Babletech."
>>> Assisitive Technologies, Speech, Machine Translation, Natural Language Processing,
Neural Networks, Applications

August 2, 2004: Tiny Robots To The Rescue - Special Machines Going Where Humans Can't. By Therese Poletti. Mercury News / available from SiliconValley.com. "The San Jose McEnery Convention Center looked like a bomb had hit it. Amid collapsed walls and debris, arms and legs of survivors waved through the rubble. The body parts were artificial. But they were the most important component of a mock disaster area set up at an artificial intelligence conference last week. Groups of small robots, some only about a foot high, rumbled over the wreckage on a mission to learn how to save lives. The robots had to negotiate the debris, find bodies that generated heat and communicate their location. Some robots were equipped with microphones to record sound, digital cameras and sensors to map the site and wireless gear to communicate with each other. ... Robin Murphy, who heads the Center for Robot Assisted Search and Rescue at the University of South Florida, took robots to the World Trade Center disaster area after the Sept. 11 terrorist attacks. ... Murphy's robots, which look like mini-tanks on tracks, searched for victims as well as for paths through the rubble. Rescue workers also deployed the bots to determine the structural integrity of damaged buildings."
>>> Hazards & Disasters, Robots, Applications, Competitions (@ Resources for Students)

August 2, 2004: Defense Dept. hopes to enlist AI in war against terrorism. By Therese Poletti. Mercury News / available from SiliconValley.com. "The world's most popular search engine, Google, uses artificial intelligence to respond to millions of queries a day. Banks now depend on artificial intelligence to alert customers to odd patterns of credit card use. And many video game developers rely on AI to develop life-like characters. After its own boom-and-bust cycle in the 1980s, the esoteric field of artificial intelligence gradually has developed some real-life uses of software that teach machines to think. And now the war on terrorism is boosting AI research with an infusion of cash. The Defense Department hopes an elite group of AI scientists will develop more tools to help intelligence analysts find terrorists before they strike. At an artificial intelligence conference in San Jose last week, several groups of university researchers presented papers on work they have done in the area of counter-terrorism."
>>> Law Enforcement, Applications, AI Overview

August 1, 2004: Computers Weighing In On the Elements of Essay - Programs Critique Structure, Not Ideas. By Jay Mathews. The Washington Post / also available from MSNBC (Computers help grade essays; August 2, 2004). "[E]ssay-grading computers are quietly making significant gains in the booming U.S. testing industry. More than 2 million essays have been scored by e-rater since it was adopted for the GMAT in 1999, and the technology is being considered for use in the Graduate Record Examination, for graduate school admissions, and the Test of English as a Foreign Language, which assesses the English proficiency of immigrants entering U.S. schools. SAT and ACT may be next Testing experts predict that machines eventually will help grade the SAT and the ACT, which will add writing sections in their 2005 college admissions tests, because computers cost less money and work faster than humans. Before technology entered the picture, teams of people graded each GMAT essay. Now one person's judgment is compared with the machine's conclusion. ... The e-rater was developed in the 1990s by subjecting essays to a 'natural language processing technology' that identifies grammar, sentence structure and strength of vocabulary. The computer also is programmed to scan for the elements present in a well-supported essay, said Richard Swartz, an executive with Educational Testing Service, which developed e-rater. ... Swartz emphasized the modest goal of computerized scoring: to judge the structure and coherence of the writing, rather than the quality of the thoughts and originality of the prose. In college, he said, professors grade the development of ideas, while essay-rating computers 'are better suited to judgment about more basic-level writing.'"
>>> Natural Language Processing, Education, Applications

August 2004: A Machine With a Mind of Its Own - Ross King wanted a research assistant who would work 24/7 without sleep or food. So he built one. By Oliver Morton. Wired Magazine (Issue 12.08). "For a machine that's changing the world, the device on the lab bench in front of me doesn't look very impressive - it just goes back and forth, back and forth, back and forth. ... [Ross] King's humble robot is based on a Biomek 2000, a low-rent fluid-handling device that goes for only $37,900. But it can do something its more nimble cousins can't. Its components - the tireless robot arm, an incubator in which cells cultured on the platter either wither or thrive, and a plate reader that examines the little depressions to see whether anything is growing there - are linked up to a much more exceptional brain. The artificial intelligence routines in that brain can look at the results of an experiment, draw a conclusion about what the results might mean, and then set off to test that conclusion. The 'robot scientist' (King has resisted the temptation of a jazzy acronym) may look like a mere labor-saving gizmo, shuttling back and forth ad nauseam, but it's much more than that. Biology is full of tools with which to make discoveries. Here's a tool that can make discoveries on its own. ... Studying AI at the Turing Institute in Glasgow, [King] set about using machine-learning techniques to predict the shapes of proteins, one of the fundamental challenges of bioinformatics. King, though, found a twist. With his friend Colin Angus, whom he'd met at Aberdeen, he developed software that translated protein structures into musical chord sequences.... Stephen Muggleton argues that the life sciences are peculiarly well suited to machine learning. 'There's an inherent structure in biological problems that lends itself to computational approaches,' he says. In other words, biology reveals the machinelike substructure of the living world; it's not surprising that machines are showing an aptitude for it."
>>> Bioinformatics, Machine Learning, Robots, Scientific Discovery, Applications, Music

July 28 - August 4, 2004: Summarizer gets