Nairobi, Dec 19 (PTI) The WTO talks entered the fifth day today as a deadlock continued over reducing farm subsidies and on providing protection to poor farmers of developing nations, such as India, in case of import surge. The 10th WTO Ministerial was originally scheduled to end last night but developed and developing countries failed to iron out differences on these issues. "The meeting is still on since last night," sources said, adding that a small group of countries -- India, the US, EU, China and Brazil - are discussing the issues. India has made it clear that it would not compromise the interests of farmers and agri-related sectors. It has also asserted to include the public stockholding issue for food security purposes in the preamble of the Nairobi declaration. It also wants that special safeguard mechanism (SSM) should be delinked from market access.

Zhang Yaqin, president of Baidu Inc, speaks at the global business forum during Baidu Technology Innovation Conference 2016, on Sept 2. [Photo provided to chinadaily.com.cn] Chinese internet giant Baidu Inc seems to be dazzling the world nonstop. Robin Li, its chairman and chief executive, announced "Baidu Brain" on Thursday, the core of the tech company's plans on artificial intelligence, which consists of three parts - artificial intelligence algorithms, computing power and big data. The next day, at the global business forum also during Baidu Technology Innovation Conference 2016, Baidu's President Zhang Yaqin said the company's revenue coming from its global business has more than quintupled by September from a year earlier. Baidu's globalization, along with "Baidu Brain", is the next big vision for the company, said Zhang.

IBM's Watson AI makes movie trailer for an upcoming film with only a little help from humans

Dubai: In keeping with the global decline the growth of assets under management (AuM), the Middle East also witnessed a sharp fall in the total AuM last year, according to a study by Boston Consulting Group (BCG). Globally, AuM stalled with marginal growth last year. The BCG report shows the global value of AuM rose just 1 per cent in 2015, to 71.4 trillion (Dh262 trillion) from 70.5 trillion in 2014, after growing 8 per cent that year, and at an average annualised rate of 5 per cent from 2008 through 2014. In contrast, the Middle East's AuM declined 10 per cent and net new flows of assets, revenue growth, and revenue margins all dipped lower in 2015. In absolute terms the region's AuM plummeted from 1.4 trillion in 2014 to 1.3 trillion in 2015.

Isaac Asimov publishes Pebble in the Sky, his first science-fiction novel. And Earth enters a brand new epoch – according to some geologists. Now the idea of the Anthropocene – the period in which human activity profoundly shapes the environment – has taken an important step closer to general acceptance. A working group of scientists has been mulling over the subject for seven years. This week 30 of its 35 members recommended adding the Anthropocene to our standard geological timescale. The ultimate decision rests with the International Commission on Stratigraphy.

Werner Herzog's films have a common theme: they're about visionaries and dreamers. Sometimes his dreamers accomplish the impossible: he's made two films, for example--"Little Dieter Needs to Fly" and "Rescue Dawn"--about the American pilot Dieter Dengler, who escaped from a Laotian P.O.W. camp and, for twenty-three days, hiked barefoot through the jungle until he reached freedom. But Herzog is also fascinated by delusional dreamers. At the end of his 1972 film "Aguirre, the Wrath of God," the conquistador Aguirre stands on a raft in the Amazon. He's been searching, fruitlessly, for El Dorado; now all his men are dead, and he's speaking only to their corpses and some monkeys.

Sequential planning portfolios are very powerful in exploiting the complementary strength of different automated planners. The main challenge of a portfolio planner is to define which base planners to run, to assign the running time for each planner and to decide in what order they should be carried out to optimize a planning metric. Portfolio configurations are usually derived empirically from training benchmarks and remain fixed for an evaluation phase. In this work, we create a per-instance configurable portfolio, which is able to adapt itself to every planning task. The proposed system pre-selects a group of candidate planners using a Pareto-dominance filtering approach and then it decides which planners to include and the time assigned according to predictive models. These models estimate whether a base planner will be able to solve the given problem and, if so, how long it will take. We define different portfolio strategies to combine the knowledge generated by the models. The experimental evaluation shows that the resulting portfolios provide an improvement when compared with non-informed strategies. One of the proposed portfolios was the winner of the Sequential Satisficing Track of the International Planning Competition held in 2014.

Knowledge bases in the form of ontologies are receiving increasing attention as they allow to clearly represent both the available knowledge, which includes the knowledge in itself and the constraints imposed to it by the domain or the users. In particular, Datalog± ontologies are attractive because of their property of decidability and the possibility of dealing with the massive amounts of data in real world environments; however, as it is the case with many other ontological languages, their application in collaborative environments often lead to inconsistency related issues. In this paper we introduce the notion of incoherence regarding Datalog± ontologies, in terms of satisfiability of sets of constraints, and show how under specific conditions incoherence leads to inconsistent Datalog± ontologies. The main contribution of this work is a novel approach to restore both consistency and coherence in Datalog± ontologies. The proposed approach is based on kernel contraction and restoration is performed by the application of incision functions that select formulas to delete. Nevertheless, instead of working over minimal incoherent/inconsistent sets encountered in the ontologies, our operators produce incisions over non-minimal structures called clusters. We present a construction for consolidation operators, along with the properties expected to be satisfied by them. Finally, we establish the relation between the construction and the properties by means of a representation theorem. Although this proposal is presented for Datalog± ontologies consolidation, these operators can be applied to other types of ontological languages, such as Description Logics, making them apt to be used in collaborative environments like the Semantic Web.

Equipped with a state-of-the-art thermal camera, the drone crisscrossed the field, scanning it for cool, soggy patches where a gopher may have chewed through the buried drip irrigation line and caused a leak. In the drought-prone West, where every drop of water counts, California farmers are in a constant search for ways to efficiently use the increasingly scarce resource. Pictured above, Danny Royer, vice president of technology at Bowles Farming Co., prepares to pilot a drone over a tomato field near Los Banos, Calif. Farmers say leak-detecting drones can help save massive amounts of water. The video camera is paired up with a smartphone or computer tablet, which is used to control the drone.

As the world's foremost event covering the practical implications of AI for enterprise organizations and solutions, more than 600 business CxOs are attending alongside AI start-up innovators, media and acclaimed researchers. The AI Summit's elite content program offers exclusive insights into the future world of AI-empowered businesses. Inbenta Chief Operating Officer and previous CTO, Ferran Saurina, will join a leading panel session highlighting customer engagement solutions that serve as entry points for any business. "AI is happening in most, if not all industries; and the number one consumer applications is through chatbots. Savvy companies aren't asking if their business needs a bot, but how they should be integrated. September 28th at 5:25 pm - 6:10 pm Panel Debate: What does a business leader need to know when choosing a partner for AI? A number of leading organizations spanning finance, law, healthcare, manufacturing, transport, energy, education and many more are looking to implement the technologies or have already started. The conference programs include exclusive announcements on AI Projects from American Airlines, Capital One, UBER, General Electric, Wells Fargo, Navistar, BMS, Johnson & Johnson and many more. "AI is being implemented by leading organizations in a broad range of industries and we are very excited to host Inbenta, alongside key industry names that include Amazon, Facebook, Google, IBM Watson, Microsoft, Tata and Accenture,'' underlines Daniel Pitchford, Commercial Director, The AI Summit.