A.I. spots thousands of unidentified craters on the moon

The moon is under constant bombardment by meteorites and asteroids that can leave massive craters on its surface. The Aitken basin, the largest impact crater on the lunar surface, has a diameter equivalent to the distance from London to Athens, Greece. But not all craters are so noticeable — most are relatively insignificant.

Thousands of previously unknown craters have been spotted on the moon thanks to an artificial intelligence program designed by researchers at the University of Toronto.

“We created an A.I. powered method that autocratically identifies craters on the surface of the moon, and possibly other bodies,” Mohamad Ali-Dib, a postdoctoral fellow in the Centre for Planetary Sciences who worked on the project, told Digital Trends. “It will allow scientists to find and measure craters down to scales smaller than ever, and on more solar system bodies than previously possible. In turn, this will allow us a deeper understanding of the history of the impactors that created the craters and hence the history of the solar system.”

Ali-Dib and his colleagues created a convolutional neural network — the same kind used to train self-driving cars — that could identify and count lunar craters. Though this has previously been attempted by other researchers, past examples have struggled when tasked with analyzing new patches of craters. The system developed by Ali-Dib and his team can both generalize from images of the moon and even spot craters on other bodies, such as Mercury.

In a paper that is currently under review in the journal Icarus, the researchers demonstrate that their A.I. performed twice as well as manual counting, spotting 6,000 previously unidentified craters.

Ali-Dib described how they trained the program: “As input, the model takes a digital elevation map of the moon. The convolutional neural network then transforms the input into a binary rings image, with zeros everywhere except ones at the craters rims. This is the output. Our post-processing pipeline then extracts the position and size of the craters from the output rings binary image.”

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Article Credit: Digital Trends

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Pros and Cons of Rooting Your Android Device


Android is an open-source mobile operating system offering the users an unbeatable level of customization and control. But there are still some limits to what you can do with your device just out of the box. To overstep the limitations, you should get the admin rights or in other words, you should root your device.

The rooting process is quite convoluted that might nullify your warranty or if something goes the wrong, even break your Android device. More on rooting services you can find here.

Are there any pros of rooting an Android tablet or phone? Of course, there are some considerable advantages that facilitate enthusiasts to go for rooting. Today we are going to discuss some pros as well as cons of rooting Android devices.

Pros Of Going For Rooting

  • Take advantage of the updates

With rooting, you can upgrade to a new version of Android in a second. You won’t stuck on Jelly Bean if there is Oreo. You can get the latest version as soon as Google rolls it out.

Fortunately, the new root versions of Android are delivered as fast as Google ones. So you don’t have to wait for the updates, update your device whenever you want.

  • Wider range of apps

Android allows greater access to the operating system when compared to other operating systems such as iOS or Windows Mobile. But with the root-access, you can go even further and take everything out of your operating systems such as creating new gestures, enabling a Sixaxis controller to play PlayStation games, etc.

  • Get rid of crapware

Crapware is something that makes most Android lovers hot under the collar. Android tablets or cell phones come out with dozens of pre-installed crap apps that won’t be used or at least opened. But still, these preinstalled apps cannot be deleted and they are taking up precious space on a device. And there is a chance to get rid of all that crapware – just root your Android device and keep it clean and mean.

  • Back up everything you want

These days there is a vast amount of data that can be easily backed up, but nevertheless, there are some restrictions to backup SMS, game progress, app settings, security data, etc. With a rooted device, you can back up everything you need including data, settings, apps. To make a full backup, you can use an app like Titanium Backup that will backup the data either to the cloud or to an SD card. But it’s free version has quite limited functionality. To use the app to the fullest, we advise buying a PRO version.

  • Extended battery life

You can hardly meet someone who could complain about too much battery life. Of course, there are lots of ways to increase the endurance, but rooting opens up more ways for increasing your battery life. Some apps for rooted devices can slow down the CPU of a device to save power, and the users don’t even notice any differences in performance.

  • Boost up your device

With a rooted device, you can reset and overclock the CPU to change the processor frequency whenever you want. This is an ideal way to speed up an aging phone.

Android Rooting

Cons of Going For Rooting

  • Your phone might go dead

Rooting any device is quite risky since it could get bricked. It means that your device cannot be saved if this happens. Sometimes devices can shut down in the process of rooting, and they don’t turn on any longer. The good news is that it’s quite hard to brick a device unless it is low on power.

  • Security issues

Security issues are probably the most widespread argument against rooting. However, rooting makes your device more vulnerable to security threats, but it happens once in a blue moon. According to the latest reports revealed by Google, less than 1% of Android devices have a potentially harmful app installed.

There are lots of other security risks along with malicious apps. Just be careful with the websites you visit and the apps you download, it’s not difficult to keep your device protected be it rooted or not.

  • Void warranty

Rooting a device is not a crime, but in most cases, it means that your device will not be longer covered by the manufacturer’s warranty. In case you need a service, you can un-root your device anytime you need. But check the device’s performance before going for rooting. Should you have any tech problems, it will be wise to fix everything before changing the limits.

In Conclusion

Indeed, rooting widens up the horizons of Android customization possibilities, but you have to run through potential problems that may occur in the process of rooting. Even the savviest users can do something wrong and brick the device, but there is always a chance to go back to a starting point.

The article is written by Helen Morrice

Helen Morrice is a content strategist in the field of mobile and web. With 200+ entries, she knows every hidden aspect. Helen spends nearly all her time developing and executing marketing strategies as well as compelling entries.

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IIoT And ERP: Powerful Combination Fueled By Data

All signs point toward manufacturers leveraging data to make decisions quickly, to mine for actionable intelligence, to create a significant if initially slight competitive difference versus the competition.This has never been truer than now as manufacturers embrace the benefits that machine-to-machine data sharing can foster.

IoT Impact – Consumers and Beyond

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Singapore’s national AI programme enters into three new partnerships

During last week, AI Singapore signed MOUs with the National Trades Union Congress (NTUC), Intel Corporation and PwC Singapore, to pursue research, develop skills and talent, and ensure responsible AI adoption.

During this past week, AI Singapore signed three Memorandum of Understanding (MOUs), reiterating AI Singapore’s commitment to pursue research, develop skills and talent, as well as embrace new technologies in AI-related areas. The three MOUs were signed with the National Trades Union Congress (NTUC), Intel Corporation and PwC Singapore.

AI Singapore [1] was launched in May 2017 by the National Research Foundation (NRF) of Singapore with up to S$150 million in funding to catalyse, synergise and boost Singapore’s AI capabilities.

AI Singapore’s key programmes include fundamental research, addressing Grand Challenges and conducting 100 experiments in collaboration with companies to tackle real-life business problems. It also runs an AI Apprenticeship programme through a collaboration with the Infocomm Media Development Authority (IMDA).


The Labour Movement has been focusing on expanding its outreach in emerging ICT areas, such as artificial intelligence, cybersecurity, immersive media and internet of things, to curate relevant programmes that meet the progression needs of Professionals, Managers, and Executives.

AI Singapore was one of three new ICT associations which signed a MOU to join the NTUC U Associate ecosystem on 12 March 2018. The other two MOUs were signed with (ISC)2 Singapore Chapter and Tech Singapore Advocates. Through these new partnerships, NTUC can now reach out to about 40,000 professionals in the ICT sector.

As part of the 2-year MOU signed between AI Singapore and NTUC, both parties will explore projects of mutual interests in data analytics and AI for NTUC, undertake visits by engineering staff and collaborators for discussion; participate in outreach and development activities or events; and exchange scientific, academic and technical information, if appropriate.

“This partnership with NTUC will allow AI Singapore to reach a wider ecosystem in Singapore. With NTUC’s U Associate network of 67 associations (representing more than 250,000 members from different professions), we believe that they will each be impacted by AI in one way or another. We want to be there to support their adoption and evolution journey as AI becomes pervasive in their sector,” said Mr Laurence Liew, Director of Industry Innovation, AI Singapore.

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Article Credit: Open Gov

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Artificial Intelligence Is Infiltrating Medicine — But Is It Ethical?

Artificial intelligence (AI) is being embraced by hospitals and other healthcare organizations, which are using the technology to do everything from interpreting CT scans to predicting which patients are most likely to suffer debilitating falls while being treated. Electronic medical records are scoured and run through algorithms designed to help doctors pick the best cancer treatments based on the mutations in patients’ tumors, for example, or to predict their likelihood to respond well to a treatment regimen based on past experiences of similar patients.

But do algorithms, robots and machine learning cross ethical boundaries in healthcare? A group of physicians out of Stanford University contend that AI does raise ethical challenges that healthcare leaders must anticipate and deal with before they embrace this technology. “Remaining ignorant about the construction of machine-learning systems or allowing them to be constructed as black boxes could lead to ethically problematic outcomes,” they wrote in an editorial published this week in the New England Journal of Medicine.

Their warning was timely, considering developments such as this one, announced today with a rather breathless headline: “Smart software can diagnose prostate cancer as well as a pathologist.” A group of researchers from Drum Tower Hospital in Nanjing, China, who are attending the European Association of Urology congress in Copenhagen, said they have developed an AI system that can identify prostate cancer from human tissue samples and classify each case according to how malignant the cancer is.

“This may be very useful in some areas where there is a lack of trained pathologists. Like all automation, this will lead to a lesser reliance on human expertise,” said an Italian researcher who reviewed the work of the Chinese team, in a statement.

Few medical experts expect AI to completely replace doctors—at least not in the short term. Instead machine learning is being used mostly for “decision support,” to help guide physicians towards accurate diagnoses and tailored treatment plans. These can be quite useful. Forbes contributor Robert Pearl, a professor at Stanford, wrote earlier this week about an AI application developed by Permanente Medical Group that uses data compiled from 650,000 hospital patients to identify which people admitted to hospitals today are at risk of needing intensive care. The system alerts physicians to the at-risk patients so they can try to intervene before patients end up in the ICU.

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Article Credit: Forbes

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China wants to shape the global future of artificial intelligence

Drawing up technical standards is an early attempt to control how AI evolves worldwide.

China isn’t just investing heavily in AI—its experts aim to set the global standards for the technology as well.

Academics, industry researchers, and government experts gathered in Beijing last November to discuss AI policy issues. The resulting document, published in Chinese recently, shows that the country’s experts are thinking in detail about the technology’s potential impact. Together with the Chinese government’s strategic plan for AI, it also suggests that China plans to play a role in setting technical standards for AI going forward.

Chinese companies would be required to adhere to these standards, and as the technology spreads globally, this could help China influence the technology’s course. Indeed, big Chinese companies including Tencent and Alibaba are rapidly adding AI capabilities to their cloud offerings and selling those services overseas (see “Inside the Chinese lab that wants to wire the world with AI”).

“[The Chinese government] sees standardization not only as a way to provide competitiveness for their companies, but also as a way to go from being a follower to setting the pace,” says Jeffrey Ding, a student at Oxford University’s Future of Humanity Institute who studies China’s nascent AI industry, and who translated the report. The government’s plan cites the way US standards bodies have influenced the development of the internet, expressing a desire to avoid having the same thing happen with AI.

China’s booming AI industry and massive government investment in the technology have raised fears in the US and elsewhere that the nation will overtake international rivals in a fundamentally important technology. In truth, it may be possible for both the US and the Chinese economies to benefit from AI. But there may be more rivalry when it comes to influencing the spread of the technology worldwide.

“I think this is the first technology area where China has a real chance to set the rules of the game,” says Ding.

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Article Credit: MIT

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5 Ways CRM Can Power Hospitality Sector

Customer Relationship Management (CRM) software has long been considered the master key to success for achieving business growth. The Hospitality segment, one of the foremost service industry sector, can be perceived to be among the most benefited by the use of CRM. However, when observed closely, CRM is yet to be utilised up to its full potential, beyond the basic function of customer service and management. So far its use is limited to gathering customer feedback and assessing their behaviour so as to modify service and product offerings, while significant areas like employee satisfaction and integrated services approach for an overall brand experience are yet to be looked into through the rich data field of CRM.

Listed herewith are some key areas which can largely benefit the hospitality segment by effective implementation of CRM:

Integrated Service experience: The hospitality segment works in perfect tandem with multiple internal and external departments. Right from logistics, housekeeping, entertainment, culinary and wellness offerings to transport, events and customer engagement, all demand the highest level of meticulous attention to detail. CRM can assist in a significant manner here, with every department logging in and recording the daily task flow. Further, CRM can also effectively be integrated with Social Media platforms to capture data and gauge consumer sentiment towards the brand. All of this integrated data can then be automated to sync with those of other departments to ultimately help align and integrate the entire process to appear as one synchronised activity, generating perfect results!

Business growth strategies: CRM, with all the integrated department records, is a treasure trove of data that can be the key to creating transformative business growth strategies. Areas like vendor management and supply chain for culinary and other departments can be looked into with a fresh CRM perspective to understand effective spending patterns and ROI analysis. Using Predictive analysis, CRM can help improvise services based on customer feedback, streamline daily tasks and generate a clear and methodical picture of predictive areas with good business potential.

Employee training and growth: Apart from customer satisfaction and business growth, CRM can contribute significantly towards objective employee feedback and training. With meticulous data captured across departments, a performance chart of every employee can be drawn which can be helpful in understanding the growth potential of the employee. These can be aptly utilised to nurture talent and offer rewarding growth opportunities to employees, thus building employee loyalty and appreciation.

Consumer loyalty: With accurate and timely consumer feedback across a spectrum of services, CRM can help create a realistic feedback mechanism of key customer preferences and complaints. This honest feedback can help improve service delivery standards and work towards generating effective customer experience by accurately managing expectations and delivery. This, in turn, will lead into trust and appreciation among clients, thus creating consumer loyalty.

Enhancing Brand Value: Apart from external customers and in house employees, the vendors and other stakeholders too set to benefit from the integrated, smooth and intuitive functioning of the organisation. From happy customers to happy stakeholders, CRM and its data analysis can help create tremendous value in the service offerings, thus enhancing the brand value of the organisation many fold.

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Article Credit: CXO

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The Next Step: The CRM Adoption Paradox

CRM systems are stronger and more packed with features than ever, but users aren’t always rushing to use them. Here’s how one firm changed that.

Here we sit in 2018 and the buzz around CRM continues to be artificial intelligence (AI) and customer engagement. The platform providers for CRM continue to reach for the stars with innovation that seems groundbreaking and game changing. Yet about half of the organizations using CRM platforms continue to have significant struggles with the buy-in of these very feature-rich and powerful systems. It raises the question of whether the “C” in CRM starts with your external customer, or with your internal one.

To answer the question, we must look at the entire ecosystem of your organization and evaluate the operational structure in combination with the tools you are using to reach your desired goals. Many management teams have their annual strategy retreats and make plans for each year, and then the plans are passed down through the ranks. The problem, though, is that many companies do not calibrate their CRM systems to align with their objectives.

Today’s CRM platforms can be powerful tools of collaboration, but too often the way they are implemented makes them overwhelming to users. Even more curious is how companies continue to extend these tools before they have optimized them for their current objectives. Getting lost along the way is the notion of truly connecting with your customers.

It seems simple, but the first step in the process is to translate goals into tactical objectives. Compensation plans are adjusted and numbers are pushed around without getting granular in how outcomes will be achieved. The challenge for those on the front lines is that interpreting how to achieve company goals is often left up to individual managers or the sales and service personnel themselves.

The key to a successful CRM implementation is to take a step back and define each of the constituencies that will be part of reaching your companywide goals. In other words, take a holistic view and look at the connections between internal teams, channel partners, vendors or suppliers, and end customers. None of your goals can be met without understanding the tactics you need to execute to reach the desired results.

Most organizations do not have a structure set up that goes through the process of aligning strategy to tactics. Planning takes place late in the year, and by the time the new year rolls around, people are too busy having sales kickoff meetings. Yet there has been little or no adjustment to your CRM so that achieving those results is simple and process-driven. Therefore, people are using tools that are calibrated for when they were first rolled out and not for the goals you have set for the current year.

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Article Credit: CRM

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5 Ways AI is Changing CRM

It has become crucial to raise the bar on customer service as consumers resort to different channels to research more on a product, ask questions or raise complaints. As businesses fight it out to stay ahead of the competition, they have to prioritize customer care, loyalty, and satisfaction, and for this, CRM has to complement human efforts and provide better and faster solutions.

Here are 5 ways AI will complement your CRM software, to augment and optimize business operations.

1. Automate Routine Tasks: AI will help automate repetitive and mundane tasks that consume time. Activities like data input and retrieval, updating forecasts and determining call lists will be handled by AI. As CRM systems learn more about customers’ preferences and patterns they will be able to recommend and implement new processes and activities on behalf of the user. Sales reps will be able to readily tap into customer information and therefore spend more time on building relationships and closing deals.

2. Virtual Assistant: Integrating AI into CRM will help them serve as virtual assistants for employees, allowing them to be more productive. This virtual assistant can automate customer responses, emails, data capture activities and follow-ups.

These smart systems have access to client data like web behavior, demographics etc and by injecting an advanced degree of intelligence into them, they can learn and conduct sales conversations. These intelligent assistants may even generate quotes, send or respond to emails or book a common calendar time with the client.

Sales reps and service agents will become smarter and more productive as they will be able to analyze data instantly, have quick access to policies, inventory, service history, and customer account profile information to help them decide on the next best action to better meet a customer’s need.
3. Improved Segmentation, Lead Customization and Prioritizing hot leads: Intelligent algorithms will take over to segment audience by gender, location, purchase history, web behavior and other attributes. AI-assisted CRM will be able to learn from past decisions, actions taken and historical patterns available in the data to qualify leads. Using the insights gathered, CRM systems will be able to create personalized messages that will resonate best with the customer and will also be able to determine the right channel and time to deliver a more targeted campaign.

AI will help in lead scoring and prioritizing best leads for sales teams to pursue. Apart from prioritizing hot leads, AI will also be able to prescribe next actions and steps to help close deals.

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Article Credit: MTA

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