Enterprise Artificial Intelligence – Academic Theory or Ready for Primetime?

Solvetheunsolvable has already explored various aspects of consumer AI and products purporting to leverage AI technologies, but is AI for Enterprise ready for primetime?

Investors aren’t the only ones betting big on Artificial Intelligence, it turns out Higher Education is also investing heavily into the space. With heavy investment in research and development, enterprise level AI seems to be having a rocky start.  Earlier this month Northeastern University allocated $50 million to an Institute for Experiential Artificial Intelligence. This institute will be dedicated to uniting leading experts to solve the world’s unsolvable problems.

“This new institute, the first of its kind, will focus on enabling artificial intelligence and humans to collaborate interactively around solving problems in health, security, and sustainability. We believe that the true promise of AI lies not in its ability to replace humans, but to optimize what humans do best.”


Northeastern President Joseph E. Aoun

This isn’t Northeastern’s first step into the world of Artificial Intelligence and Automation. They already have an Institute for Experiential Robotics that is bringing together engineers, sociologists and other experts, including economists, to design and build robots with abilities to learn and execute human behaviors.  Northeastern isn’t just building Institutes for experts to conduct research, they are making it a priority to prepare their students for success in the age of artificial intelligence. They have an entire curriculum dedicated to what they call, humanics which is a key part of their strategic plan, Northeastern 2025.

Northeastern 2025 Promo Video

“We are building on substantial strengths across all colleges in the university,” said Carla Brodley, dean of the Khoury College of Computer Sciences. “Experiential AI is highly relevant to our mission.”

Though Northeastern is an example of one university betting heavily on AI, they are not alone in their quest to equip students with proper education for the AI-enabled future. In fact, government agencies are getting involved in funding AI in Education. The UK has pledged to invest £400 million in math, digital and technical education through the government’s AI sector deal to protect Britain’s technology sector amid Brexit and an additional £13 million for postgraduate education on AI. In the US, just a few days ago, the National Science Foundation announced a joint federal program to fund research focused on artificial intelligence at colleges, universities and nonprofit or nonacademic organizations focused on educational or research activities. 

The National Science Foundation is awarding $120 million to fund planning grants and support up to six institutes, but there’s a catch. Each institute must have a principal focus on at least one of six themes:

  • Trustworthy AI
  • Foundations of Machine Learning
  • AI-Driven Innovation in Agriculture and the Food System
  • AI-Augmented Learning
  • AI for Accelerating Molecular Synthesis and Manufacturing
  • AI for Discovery in Physics

As universities and governments bet big on the future of AI and education, it underscores the importance of AI on a global scale in the future, but does it call into question the current existence of AI solutions ready to take business to the next level? Utilizing AI and automation will be imperative for corporations to remain competitive and for the advancement of business, but when will the floodgates be swept open, and by who, remains a mystery.

Will you leap into the future and embrace AI now? How do you see the futuristic vision of enterprise AI transform your business? Challenge Solvetheunsolvable with your business conundrum or leave your thoughts in the comments below and let’s explore what AI can do for you. 


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Alexa, How are you using my data?

Smart Home technology is a well saturated market with technology that just a short few years ago many thought could not be possible. We have long talked about voice assistants and video enabled devices but now technology that was once thought to be futuristic has arrived, seemingly omnipresent in many households around the global. Not only are Artificial Intelligence enhanced video enabled devices now available but they come in many varieties, from home protection to two-way video chatting with your pet.


Video “chat” with a pet?….

When did animals start chatting?


With these ever present devices in so many households – cameras, digital assistants, smart TVs, smart thermostats and more – are we enhancing our physical privacy or actually putting it in jeopardy? Are the benefits, such as automation, smart phone remote capabilities and more, worth the risk of data privacy?

Are you taking advantage of Smart Tech, or is it taking advantage of you?

So what’s the big deal if your smart home has data that’s making your life easier? Amazon’s Alexa can make it easier for you to order more household items. Google Home can integrate with Google Nest to allow you to control your A/C by simply telling it to change the temperature. All great features that help make things a little bit more convenient in our day to day, but what exactly are these companies doing with our data?

Amazon is pretty transparent in regards to the voice data Alexa is storing, a quick look on their website tells us that. But what about Google, their biggest competitor in the Smart Home space? Google is fairly transparent as well, though as previously mentioned in the intro post, changing your privacy settings may impact your service. Google’s privacy policy website tells us that they are mostly using your saved data to improve searches and targeted ads, see this video below:

These are great examples of transparency from these corporations and they outline relatively mundane uses for your data but it’s still important to understand. The future consequences of these corporations having your stored data should be the biggest concern. Google’s CEO Eric Schmidt said in 2010:

“One of the things that eventually happens … is that we don’t need you to type at all,” later adding: “Because we know where you are. We know where you’ve been. We can more or less guess what you’re thinking about.”

Eric Schmidt

Adapt that quote to the Smart Home and eventually Google doesn’t need you to speak to Google Home, rather the A/C just changes to suit your pre-determined preferences when you arrive home because of patterns in your stored data combined with Artificial Intelligence. Alexa doesn’t need you to tell her to order paper towels, they just show up because all of your stored data has told them it’s time for another shipment.

While these specific examples of transparency regarding data storage are promising, consider how much you’re willing to give away and where the line is with your data privacy. Consider the fact that these devices are always listening and while the corporations behind them may be simply using this data to “train” their AI, the government or third party apps could be using this data for other reasons.

In 2018 law enforcement subpoenaed Amazon for Amazon Echo data as evidence in a criminal trial for murder. The lines between privacy, technology and criminal justice are changing daily. Amazon is not the only tech company that has had this happen, Fitbit and Apple have run into similar situations.  While most technology companies are quick to defend consumer privacy the question still stands:


How much of your personal privacy are you willing to
give away?


Letting AI into our daily lives is not something to fear but maintaining control over data and privacy should be a top concern. There’s many ways to protect your privacy, or at least limit your exposure, while utilizing the benefits of Smart Home tech. Awareness is the first step in achieving enhanced privacy. Visit 101 Data Protection Tips for a comprehensive list of ways to attempt to protect your privacy.


Up next: Data Privacy Part Four


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