New leadership for MIT-IBM Watson AI Lab

Antonio Torralba has been named MIT director of the MIT-IBM Watson AI Lab effective immediately, announced Anantha Chandrakasan, dean of the MIT School of Engineering, today.

An expert in computer vision, machine learning, and human visual perception, Torralba is a professor in the Department of Electrical Engineering and Computer Science and a principal investigator at the Computer Science and Artificial Intelligence Laboratory. His projects span a wide range — from investigating object recognition and scene understanding in pictures and movies, to studying the inner workings of deep neural networks, to building models of human vision and cognition, to the development of applications and systems such as Pic2Recipe that can look at a photo of food, predict the ingredients, and suggest similar recipes. He is also an enthusiastic investigator of the intersections between visual art and computation.

“As the inaugural MIT director of our collaboration with IBM, Antonio will closely collaborate with IBM leadership and lab researchers to design and implement the lab’s ambitious research agenda,” said Chandrakasan, who is also the Vannevar Bush Professor of Electrical Engineering and Computer Science. “He is an accomplished scholar and a creative thinker with deep experience and a broad range of research interests in AI. I look forward to working with Antonio as we shape this exciting endeavor.”

Torralba is an associate editor of the International Journal in Computer Vision and served as program chair for the Computer Vision and Pattern Recognition conference in 2015. He received the 2008 National Science Foundation Career award, the best student paper award at the IEEE Conference on Computer Vision and Pattern Recognition in 2009, and the 2010 J.K. Aggarwal Prize from the International Association for Pattern Recognition. In 2017, he received the Frank Quick Faculty Research Innovation Fellowship and the Louis D. Smullin (’39) Award for Teaching Excellence. He earned a degree in telecommunications engineering from Telecom BCN in Spain, in 1994, and his PhD in signal, image, and speech processing from the National Polytechnic Institute of Grenoble in France, in 2000.   

“I am delighted by the appointment of Antonio Torralba as MIT director of the MIT-IBM Watson AI Lab,” said Dario Gil, vice president of AI and IBM Q at IBM Research, who, along with Chandrakasan, oversees the MIT-IBM collaboration. “He brings a unique combination of deep technical excellence, intellectual curiosity, and enthusiasm — which I hope become hallmarks of our collaboration. I look forward to working closely with Antonio and the joint teams across MIT and IBM to kick off what I know will be a tremendously successful collaboration.”

Torralba and the IBM director will lead the MIT-IBM Watson AI Lab, a $240 million investment by IBM in AI efforts over the next 10 years, with $90 million dedicated to supporting MIT research. They will co-chair a committee comprised of equal numbers of MIT faculty and IBM researchers. This committee will review and select proposals for funding and provide strategic direction to the lab. The initial areas of joint research between MIT and IBM will be core AI algorithms, the physics of AI, the application of AI to industries, and advancing shared prosperity through AI.   

Torralba and IBM are moving quickly to engage with researchers from MIT and IBM to get the lab’s first round of research projects initiated and underway. They have established a series of upcoming events through which MIT principal investigators and IBM research staff can meet, learn more about the lab, and discuss opportunities for collaboration. 

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Blood Gas and Electrolytes Market: A Straight Overview of Growth Factors and Future Prospects 2017 – 2025

According to the latest report published by Credence Research, Inc. “Blood Gas and Electrolytes Market(Product Type: Benchtop Analyzers, Portable Analyzers and Consumables; Applications: Blood Gas Analysis, Blood Electrolyte Analysis and Hybrid Testing; Usage Area: Hospital Laboratories and Point-of-Care Testing ): Growth, Future Prospects and Competitive Analysis, 2017-2025,” the global blood gas and electrolytes analyzers market was valued at US$ 532.9 Mn in 2016, and is expected to reach US$ 791.7 Mn by 2025, expanding at a CAGR of 4.4% from 2017 to 2025.

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Market Insights

The blood gas and electrolytes analyzers market is characterized by perpetual product improvements and innovations, which has become a key factor contributing to the growth of this market. Technological advancements in the nature of analyzers has led to development of innovative devices such as evolution from benchtop analyzers to the current availability of portable point-of-care devices. The modern point-of-care devices offer rapid arterial blood gas analysis at the patient location at the shortest turnaround time. The requirement for augmented test menus is further integrating functionalities of both blood electrolyte and blood gas analysis in order to offer multiple testing of creatinine, electrolytes, bilirubin, nitrogen, etc. from a single sample.

Growing number of patients in need of critical care and high demand for blood gas testing, and increasing demand for point-of-care testing in the light of containing healthcare expenditure are some of the key driving factors allowing growth of the blood gas and electrolytes analyzers market. Between benchtop and portable analyzers, the later segment is observed to be the fastest growing segment due to augmented demand for portable multi-parameter monitoring systems, rise in geriatric population, miniaturization of devices and convenience in use are the key growth facilitators to this segment.

Between hospitals laboratories and point-of-care locations, hospitals currently have the largest market share in the global blood gas and electrolytes analyzers market. Need for performing large volume of diagnostics being performed in central laboratories and is the key growth driver for this segment. On the other hand, point-of-care testing is anticipated to progress at the fastest growth rate during the forecast period on the ground of growing urge to minimize hospital stays in order to attain optimum treatment cost containment and reduce overall healthcare expenditure. In addition, among the application types, hybrid blood gas and electrolytes analyzes experience the highest demand across all usage areas and regions. The segment is also expected to experience faster growth rate that solo blood gas analyzers and blood electrolytes analyzers.

Based on geographical distribution, North America (comprising the U.S. and Canada) is the largest regional market for blood gas and electrolytes analyzers. Presence of evolved healthcare infrastructure, better awareness in both patients and care givers, high government funding and favorable reimbursement system are the key drivers allowing the dominance of North America in the market. Additionally, Asia Pacific is observed to the fastest progressing regional market for blood gas and electrolytes analyzers during the forecast period. Presence of high unmet needs, rapid improvement of healthcare infrastructure and rising healthcare expenditure majorly support the growth of this region.

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10 Biggest Cyber Crimes And Data Breaches


Infographic Recap: 10 Biggest Cyber Crimes And Data Breaches


You may not think you’re at risk of a cyber-attack, but in today’s digital world, it’s a huge problem. Hackers can learn anything about you by stealing data, such as social security numbers, computer passwords, credit card information, health care data, bank account information, and more. According to an IBM study, as reported by CBS, approximately 1.5 million cyber-attacks occur annually. That’s three attacks per minute!

Businesses are at a huge risk of attack. If a hacker can get ahold of their customer data files, they can easily get their hands on hundreds or thousands of people’s data in one go. Depending on the data they’ve stolen, they can use the information to steal identities, access personal finance accounts, get ahold of trade secrets, and more. Despite 32 percent of organizations being affected by cybercrime, almost half don’t think they need an incident response plan in place according to PwC. That’s because many of them-44 percent according to UK research—don’t believe they’ll be targeted.

Anyone, whether they’re an individual or a business organization, is at risk of becoming victim to a cyber-attack. These attacks work in many ways. Hackers can get ahold of your information through computer viruses, phishing scams, denial-of-service attacks, and even in-person scams where hackers access your on-site computer or company servers. All of these methods can be used to target a large company or a single individuals.

What’s even more frightening is that cybercrime is on the rise. The global cost of cybercrime was around $500 billion in 2015. That figure is expected to rise to $2 trillion by 2019, says Juniper Research. The average cost of a single data breech will hit $150 million by 2020.

If you don’t think you’re at risk of a cyber-attack, think again. Some of the biggest companies with the largest set of resources have been hit hard by cyber criminals. The infographic below highlights the top 10 cybercrimes and data breaches that have been reported to date, chosen based on either size or significance. These attacks include everything from stealing credit card data to social security numbers, birthdates, health data, and more from big companies like Yahoo, Home Depot, Google, and even government agencies like the IRS. It just goes to show that anyone holding sensitive customer data is at risk and that it takes very careful measures to mitigate your risk of a breech.

Get the details of these top 10 massive breaches below. This infographic is made by team.

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In 10 Minutes, I’ll Give You The Truth About Artificial intelligence

Facebook’s New Device Is Aiding Scientist Build AI We Could Have Meaningful Conversations

Apple’s Siri and also various other rivals like the Google Aide, Microsoft’s Cortana, as well as’s Alexa have actually been around for some time, enough time for us to obtain made use of to them. As well as though we could utilize them on as well as off, speaking to our smart devices to achieve jobs isn’t really silky smooth right now. Facebook wishes to throw down the gauntlet, and also the social titan has a gameplan in position.

” Fixing dialog stays a lasting difficulty for AI, as well as any kind of progression towards that objective will likely have temporary advantages in regards to items that we could construct today or the advancement of modern technologies that can be helpful in various other locations,” the business claimed in an article.

Just what the social media is trying in order to help develop with its brand-new system is an AI with the ability of integrating both. The suggestion is to establish a chatbot that could not just remember your choices with time, yet likewise utilize them in purposeful discussions constructively, rather than equally as context.

ParlAI isn’t really for small-time programmers nonetheless; it’s targeted at sophisticated research study in the area. Naturally, several of that shared understanding will certainly additionally at some point makes its means right into Facebook’s items with time also.

The conversational AI from Her
Inning accordance with Facebook, there presently exist 2 primary sorts of conversational AI– those like Siri and also Google Aide that you speak with in order to offer it directions, and also others that offer no function apart from enjoyment.

As it stands today, electronic aides are sterilized, doing not have an actual character apart from the jokes tough coded right into them. So Facebook today introduced a brand-new research study device it’s been collaborating with, to assist AI designers construct devices be a lot more with the ability of holding a lucid, organized discussion with people.

” ParlAI is a system we wish will certainly combine the neighborhood of scientists dealing with AI representatives that carry out dialog and also proceed pressing the modern in dialog study.”

Called ParlAI (obvious “par-lay”), the social media sites network defines it as a “one-stop purchase dialog study.” Not just does it give AI programmers and also scientists with a training as well as screening structure for their chatbots, it additionally serves as a database for them to share their approaches with various other programmers, speeding up along our study right into practical AI. Furthermore, the system linkeds into’s Mechanical Turk, to give programmers with accessibility to work with human beings to engage with, examination, as well as remedy their chatbots, an important component of the understanding procedure

Why Your Start-up Requirements a Social Media Area to Expand your organisation

The early days of a start-up are repetitive. Perfecting an item needs much testing and also understanding from your user base. To navigate these very early days successfully, you’ll require information. For that reason, social networks neighborhoods are essential for start-ups. An energetic, involved neighborhood is ideal for receiving comments and also learning their needs. With a social networks community, you acquire info that makes your product much better.

Neighborhoods provide users a sense of company with the startup. They also thrust a startup’s development. This, then, provides startups a competitive benefit.


A Start-up Social network Area Encourages Evangelism

By using an enthusiastic team, you build up a society of brand evangelists as well as ambassadors. These individuals attract buzz and enjoyment for your brand name across the web. With a community of evangelists, your startup comes to be a full-fledged activity.

Social Media Communities Invite Newcomers

Startups might use their neighborhoods as a support network to repair for brand-new customers. This offsets the troubleshooting load for a small start-up team. As a reward, specifically useful individuals will really feel much more linked to the brand. This group could additionally offer important testimonials and reviews.

A Strong Social Media Area = Affordable Benefit

Let’s claim your start-up is making waves, and competition arises. It’s simple to copy product attributes. On the other hand, replicating neighborhood is an entire different tale. If you have actually built a loyal social media sites start-up community, its users will certainly stick up for your business. This offers you a benefit over the competitors.


Choose the Right Social System

Because nobody social network is king, you need to create a multi-channel method. That stated, it’s ideal to choose 2 or 3 systems to focus on when starting.

This does not need to be a hard choice. A fashion brand name, as an example, would discover a natural fit on aesthetically focused Instagram. Expand your base upon your 2 or 3 platforms of choice. When you’ve understood those, reach extra.

Use Your Social network Neighborhood to Show

Setting up a how-to channel helps novices really feel welcome. It also supplies an area for your team to share suggestions with one another. You could begin by composing tutorials to help individuals comprehend your item. Invite others to share their tales and also how-tos. A joint group encourages your consumers.

If you want an instance of such a community, take a look at the Pebble subreddit on Reddit. Right here, clients and also Stone workers assist each various other out with the company’s products. They continuously do so long after the business was obtained by Fitbit.

Beginning Conversation in a Social Area by Facilitating It

Ideally, you want a team that maintains itself with a base of users creating useful as well as appealing web content for each other. First, you should get the round rolling by publishing content of your personal. Begin by concentrating on the start-up’s core values. When you have actually demonstrated how your brand sees things, encourage others to jump in!

Do not Shy Away from Conflict

Bear in mind the old Mac vs PC discussion (or, a lot more just recently, the Android vs iOS one)? A little pleasant competition does a whole lot to stimulate community development. Allow your supporters to reveal their love for your brand authentically. As long as discussion fits within core start-up values, the neighborhood might be encouraged by competitors and also thrust growth.

Maintain Your Followers Safe

We all desire a thriving social media startup neighborhood, however it comes at an expense. A lot of task means a great deal of conversations to moderate. It could be challenging for brand-new companies to moderate a startup neighborhood on social media sites. The good news is, with the right tools, you could maintain your fans safe a lot more easily.

Smart Moderation is a tool that immediately discovers as well as erases bothersome language within the min it’s published. With sophisticated machine learning, your group could guarantee a safe, welcoming team with no added workload. The device works throughout numerous systems and also calls for no coding knowledge or experience. Check out what sets it aside from other devices below, and also find out exactly how you can develop an outstanding team for a startup!

Social MediaSocial media communitiesSocial media neighborhood social media start-up communityStartup area


Exactly how Expert system Advertising is Changing the Game

Artificial intelligence marketing takes points one step better than SEO methods and so forth: with artificial intelligence, AI could find out as well as transform algorithms to work much more efficiently. This implies that as you utilize an AI-powered app, it becomes better at its job. And also many thanks to natural language handling, users could connect with expert system based devices equally as they would with a human.

Using Expert system to Develop Real Relationships

Retention Science (RS) is a B-to-B Expert system advertising and marketing innovation that aids retailers and brand names comprehend, engage and retain their consumers. It precisely anticipates consumer habits and uses those understandings to conduct one-to-one e-mail, internet site and also mobile advertising projects at scale to boost conversion prices as well as earnings. Established in 2013 and locateded in Los Angeles, Retention Science powers advocate Target, Dollar Shave Club, The Honest Firm, BCBG, Wet Seal, and also several other ingenious ecommerce brand names.

Consumer Advertising and marketing 2017

We are getting in a new period of marketing– the era of Expert system Marketing (GOAL)– an age where machines run 1,000’s of recursive tests and also handle the mathematical optimization of customer worth development, yet the marketer continues to be in control while investing even more time being critical and creative. This session will certainly check out the structures of AIM as well as examine real-world usage situations where consumers from sectors such as pc gaming, telco, and financial have actually recognized product development in client value metrics including client retention and also ordinary profits each individual (ARPU).

Artificial Intelligence Advertising (GOAL).

Did I state 100 lessons? I meant 4. Why 4? It fits. Lesson number four. Good guys do win, under appealing as well as over providing does work, and also artificial intelligence marketing is genuine. OK, that is three lessons knocked into one sentence, as well as among them is a cliche, however once again, this is my blog, I get to create what I want. I eagerly anticipate getting on phase, getting hold of the mic, as well as pitching. My obsession with advertising innovation is definitely no secret. Over the last decade, I have continued to be just one of the most active financiers in the area. This will certainly be enjoyable. Let the transformation start. Prepared to welcome tomorrow.

3 Reasons Why Expert system Advertising and marketing is Right here to Stay|WGN Radio – 720 AM.

What was once viewed as the web content of sci-fi films, artificial intelligence looks to be far more of a fact than previously anticipated. Expert system marketing can play such a massive function in the growth of brand analysis and also customer interactions. Between view evaluation, client service chances, and also advertising optimization, expert system allows marketers to obtain a far better understanding of their customer base.