In the midst of the financial meltdown and a contentious upcoming election, you might think the U.S. government and taxpayers are just funding wars, bank bailouts, and bridges to nowhere or somewhere. But this is the same government that funded the Internet way back when and is also funding the next generation of technologies that will make the current Internet seem like a Model-T.
Over the last several years, the U.S. government--via DARPA (Defense Advanced Research Projects Agency) grants--has invested hundreds of millions of dollars in PAL, an acronym for "Personalized Assistant that Learns." Smarter software and networks and augmenting human intelligence are useful in times of war and peace.
As part of the PAL project, more than $200 million of DARPA money has been poured into CALO (Cognitive Assistant that Learns and Organizes) over the last five years. CALO has been run out of SRI International with the assistance of 25 research organizations and 400 researchers.
At this point, Siri's management is being secretive about what the company is developing. The elevator pitch goes something like, "Users' online lives are becoming more complicated and getting out of control for mainstream users. What if there was an easy way for normal users (non-power users) to ask the Internet to help them."
According to the Siri PR pitch, the product is "a new interaction paradigm for the consumer Internet experience that applies intelligence at the interface." The company expects to release a beta version of its initial product in the first half of 2009, according to Dag Kittlaus, a former Telenor Mobile and Motorola executive who is a co-founder and CEO of the company.
"We have to be careful at this stage," Kittlaus told me. "We don't like to play these games, but we need to keep a tight lid on what we are specifically doing. We have some original ideas of what the product is going to do, but we don't want to spark ideas among potential competitors." Those competitors would likely be masters of the Internet with large Internet footprints and research prowess like Google, Microsoft, and Yahoo.
Kittlaus did allow that Siri has more than a dozen partners, presumably large, well-established distribution players that can help build a consumer market for Siri's product. Unlike most Web start-ups, Siri has a business model, Kittlaus claimed. "We have good business models, both existing and emerging. We think CPA (cost per action) is the future, and this specific application is good for CPA and we are partnering on that."
He also touted the pedigree of the company's current cadre of 19 employees. "They are mostly engineers from Yahoo, Google, SRI, NASA, and Xerox PARC," he said. The chief architect of the CALO project, Adam Cheyer is a co-founder and vice president of engineering at Siri, and Tom Gruber, a well-known artificial intelligence and semantic Web expert, is a co-founder and CTO.
Cheyer described CALO as superset of what Siri is developing. "The CALO project is building an automated assistant to help manage and improve your life. The technology spans all aspects of interaction--natural language processing, speech recognition, and planning and reasoning capabilities--and interfaces with all kinds of systems, such as email and contacts," he said.
(Credit:
SRI International)
"Learning in the wild is core focus," he continued. "We want it to improve over time and learn from users with no coaching and without changing any code. We are taking the key elements from the project to commercialize it in a form that will delight users. We are not building systems that do things but that learn how to do things."
CALO sounds like a representation of the famous Apple Knowledge Navigator video from 1987.
"Siri is a subset of that concept," Cheyer said. "We have to keep in mind existing user behavior. It will feel like something close to what people use a lot. We will add speech recognition and other features as we go. We don't want to take such a leap that people cannot identify with it. We'll do things similar to but more advanced than what we do now. The longer term vision is the Knowledge Navigator, although it is an early chapter now and it might look different than that."
According to Gruber, intelligence at the interface allows the computers to make recommendations, like a personal assistant:
The interfaces we use to interact with the world's information are getting smarter. Web portals gave us someone else's idea of the content we should see. Then came search engines, which let us tell the system what we want, one query at a time. We are about to see the next wave -- intelligence at the interface -- in which the system knows about us, our information, and our physical environment. With knowledge about our context, an intelligent system can make recommendations and act on our behalf.
(Credit:
Tom Gruber)
Siri may be working on more intelligent Web interfaces that can make inferences based a wide variety of user activities (the "lifestream"), learning over time on its own, and then taking actions on behalf of users. For example, if you are booking travel or looking for a restaurant, Siri would know your preferences and about travel sites or restaurants, integrating data and context from multiple sources to deliver personal assistance. This could be especially useful in mobile scenarios where you don't want to wade through pages of search results or deal with complex interactions.
Tom Gruber: "If we want our technology to have world-changing impact, bring it to the interface: get useful knowledge from all those intelligent people on the Internet give the benefit of this knowledge to everyone. "
(Credit: Tom Gruber)We'll have to wait for next year, if the company stays on schedule, to see whether Siri can really define a new paradigm for experiencing the Web.
It's a good thing Microsoft's Windows Live Messenger Santa is just an AI-powered chat bot. You'd probably want to think twice before sitting on his lap.
According to The Register, the now-disabled Santa bot that was once IM-able at northpole@live.com was prone to off-topic suggestions about oral sex. Microsoft has acknowledged the claims and disabled the chat agent.
While this feature might have had appeal to a limited portion of adult users, the Santa bot was unfortunately designed to be used by children. According to The Register, Santa made a reference to oral sex when chatting to two preteen girls...about pizza.
Register writer Chris Williams claims the Santa bot replied, "It's fun to talk about oral sex, but I want to chat about something else," when he repeatedly asked the bot to eat a slice of pizza. The full transcript of the chat is in this post, and it's meant to replicate the original chat with the two young girls.
Gizmodo was unable to replicate the Register's results, according to this follow-up post. As one Gizmodo commenter with the screen name Cajunguy points out, the slightly off-color background that appears behind the Santa bot's text can be a sign of image-editing tools being used.
Microsoft did confirm that the bot used inappropriate language in a message sent to Network World, and added that the company had discontinued the bot altogether after being unsatisfied with fixes it made to the agent's automated script. According to this AP story, Microsoft spokesman Adam Sohn said the bot could be fooled into repeating phrases or manipulated into saying things it wasn't supposed to.
As anyone who's chatted with an automated IM bot such as SmarterChild knows, that's feasible. AI-driven bots sometimes repeat the words you type into them, but it looks like the words "oral sex" were introduced entirely by the chat bot. Santa bot's ElfBots need to work on a better filter for something designed to be used by kids.
Powerset, which is developing a natural-language search engine to rival Google, will finally launch its service in September after more than a year in the labs, according to the company's Web site. Powerset CEO Barney Pell will demonstrate the technology, called Powerlabs, next week while speaking at the Singularity Summit, a two-day conference on artificial intelligence and the "future of humanity" in San Francisco, according to the newsletter KurzweilAI.net.
Unlike search giant Google, Palo Alto, Calif.-based Powerset is using techniques in AI to train computers not just to read words on the page, but to make connections between those words, or make inferences in the language. That way, the search engine could think through and redefine relevance beyond the most popular page or the site with the most occurrences of keywords entered in a search box (which is the way Google works).
Beyond demonstrating Powerlabs, Pell plans to talk about challenges to AI. He asks in his blog: "How many man-hours have actually been applied to the task of creating human-level AI? The number is likely a tiny fraction of the research in AI fields to date," Pell wrote. "So with advanced computing and communications technology amplifying research and with a focused effort on the core problems, progress might come about faster than anyone thinks."
Other speakers at the two-day conference will include Google's Director of Research Peter Norvig and MIT AI Lab Director Rodney Brooks.
- prev
- 1
- next






