If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
Liberal Democratic Party lawmakers have urged Prime Minister Yoshihide Suga to take up the issue of Japanese nationals abducted by North Korea decades ago when he holds talks with U.S. President Joe Biden later this month. Eriko Yamatani, chairwoman of the LDP Headquarters for North Korean Abductions, met with Suga on Friday and handed him a resolution including the request. Suga said he will make efforts to gain U.S. cooperation on the abduction issue at the summit meeting, planned for April 16 at the White House. The resolution said a direct approach by Biden to North Korean leader Kim Jong Un would be effective in bringing abduction victims back to Japan. It urged Suga to ask Biden to put great value on North Korean issues, including the abduction problem, in his administration's strategy toward China, which has close ties with North Korea. The resolution also called for continued economic sanctions against North Korea and stricter crackdowns on ship-to-ship cargo transfers to smuggle supplies to the reclusive state.
The idea of an artificial intelligence (AI) uprising may sound like the plot of a science-fiction film, but the notion is a topic of a new study that finds it is possible and we would not be able to stop it. A team of international scientists designed a theoretical containment algorithm that ensures a super-intelligent system could not harm people under any circumstance, by simulating the AI and blocking it from wrecking havoc on humanity. However, the analysis shows current algorithms do not have the ability to halt AI, because commanding the system to not destroy the world would inadvertently halt the algorithm's own operations. Iyad Rahwan, Director of the Center for Humans and Machines, said: 'If this happened, you would not know whether the containment algorithm is still analyzing the threat, or whether it has stopped to contain the harmful AI.' 'In effect, this makes the containment algorithm unusable.' AI has been fascinating humans for years, as we are in awe by machines that control cars, compose symphonies or beat the world's best chess player at their own game.
Temporal knowledge graphs (TKGs) inherently reflect the transient nature of real-world knowledge, as opposed to static knowledge graphs. Naturally, automatic TKG completion has drawn much research interests for a more realistic modeling of relational reasoning. However, most of the existing mod-els for TKG completion extend static KG embeddings that donot fully exploit TKG structure, thus lacking in 1) account-ing for temporally relevant events already residing in the lo-cal neighborhood of a query, and 2) path-based inference that facilitates multi-hop reasoning and better interpretability. In this paper, we propose T-GAP, a novel model for TKG completion that maximally utilizes both temporal information and graph structure in its encoder and decoder. T-GAP encodes query-specific substructure of TKG by focusing on the temporal displacement between each event and the query times-tamp, and performs path-based inference by propagating attention through the graph. Our empirical experiments demonstrate that T-GAP not only achieves superior performance against state-of-the-art baselines, but also competently generalizes to queries with unseen timestamps. Through extensive qualitative analyses, we also show that T-GAP enjoys from transparent interpretability, and follows human intuition in its reasoning process.
Stealth is a 2005 American military science fiction action film directed by Rob Cohen and written by W. D. Richter, and starring Josh Lucas, Jessica Biel, Jamie Foxx, Sam Shepard, Joe Morton and Richard Roxburgh. The film follows three top fighter pilots as they join a project to develop an automated robotic stealth aircraft. Released on July 29, 2005 by Columbia Pictures, the film was a box office bomb, grossing $79 million worldwide against a budget of $135 million. It was one of the worst losses in cinematic history. In the near future, the U.S. Navy develops the F/A-37 Talon, a single-seat fighter-bomber with advanced payload, range, speed, and stealth capabilities.
Seoul – South Korean President Moon Jae-in called on Wednesday for a regional infectious disease control and public health initiative involving Japan, China, Mongolia, and North Korea to tackle health crises and lay the foundation for peace with Pyongyang. Moon unveiled the so-called Northeast Asia Cooperation Initiative for Infectious Disease Control and Public Health during a video address to the U.N. General Assembly. "In the face of the COVID-19 crisis that poses a greater threat to humanity than a war, we came to be acutely reminded that the safety of neighboring countries is directly linked to that of our own," Moon said, according to an English translation of his prepared remarks distributed by his office. Such an initiative would lead North Korea to "engage with the international community," according to Moon. "It is not only Korea's response to COVID-19 but also the invaluable lessons Korea will be gaining from institutionalizing peace that Korea wishes to share with the rest of the world," he said.
Satellite imaging has revealed hundreds of vessels from China fishing off the coast of North Korea, violating UN resolutions prohibiting such activity in the largest known case of vessels from one country operating unlawfully in another country's waters. More than 800 vessels were seen in 2019, say researchers at the non-profit Global Fishing Watch, who traced the boats to Chinese ports and waters. A similar number were seen in 2017 and 2018. They estimate that the vessels, about a third of China's long-range fishing fleet, caught more than 160,000 tonnes of flying squid, rivalling the Japanese and South Korean total. Stocks of the squid, the main commercially fished species in the area, have declined dramatically in recent years.
It could be argued that scientists create superpowers in their labs. If Aram Galstyan, director of the Artificial Intelligence Division at the USC Viterbi Information Sciences Institute (ISI) had to pick just one superpower, it would be the ability to predict the future. What will be the daily closing price of Japan's Nikkei 225 index at the end of next week? How many 6.0 or stronger earthquakes will occur worldwide next month? Galstyan and a team of researchers at USC ISI are building a system to answer such questions.
Some years ago, at Gramener, we built a customer churn modeling solution for one of the largest global telecom operators. The machine learning solution predicted which of their customers would leave, one month before they stopped usage. In test pilots, the solution helped reduce customer churn by more than 56 percent compared to the earlier process. We were amazed at the impressive results and stellar accuracy. But the celebrations were a bit premature, for the solution was never used.
SAN FRANCISCO – The top diplomats of Japan, the United States and South Korea on Tuesday urged North Korea to refrain from military provocation and continue denuclearization talks, but ruled out any easing of crushing economic sanctions without progress in the stalled negotiations. Foreign Minister Toshimitsu Motegi held discussions with his U.S. and South Korean counterparts, Mike Pompeo and Kang Kyung-wha, in East Palo Alto, just outside San Francisco, two weeks after a deadline set by Pyongyang for progress by the end of 2019 passed. "We agreed on the importance of North Korea making positive efforts in talks with the United States rather than going through with provocative moves," Motegi told reporters. The statement appeared to contradict remarks in a New Year speech by South Korean President Moon Jae-in a day earlier in Seoul, where he said that he could seek exemptions of U.N. sanctions to bring about improved inter-Korean relations that he believes would help restart the deadlocked nuclear negotiations between Pyongyang and Washington. Moon has previously made similar comments, despite outside worries that any lifting of sanctions could undermine U.S.-led efforts to eliminate North Korea's nuclear arsenal.
Kim Il Sung University set up specialist Japanese language and literature courses in the spring of 2017, it was learned Saturday from the university. The training course for Japanese researchers was established at the prestigious institution in Pyongyang, the capital of North Korea, at a time when the rogue state was repeatedly testing nuclear weapons and launching ballistic missiles. That period continued until the fall of 2017 and led to heightened tensions with the United States. There is a possibility that it was judged necessary to strengthen the development of such experts in view of future diplomacy with Japan. Japan and North Korea maintain no diplomatic relations.