Another year has passed and humanity still remains in charge of the planet(better or worse?). Will robots take over in 2019? Well doesn’t seem so in next year, but you always have the next year.
Since the inception of AI, developers have been fascinated by the idea of self-learning programs, Natural Language Processing, and Generative Modeling is the most popular GitHub repositories among developers. All this interest means there are going to exciting developments in years to come.
Here are some of the predictions on what shall happen in 2019:
Social AI
AI will take more roles in society.As AI goes up against more jobs in the public eye — particularly jobs generally held by humans there will be more social engagement among individuals and AI. Our association with innovation is changing, from the manner in which we collaborate with remote helpers like Alexa or Siri at home, to the manner in which we work close by AI, crosswise over businesses spreading over human services, car, promoting, enlistment, and numerous others. This requires a totally new mindset around the connection among individuals and AI.We will see more such social tools and platforms using AI to utilize the strength of machine learning algorithms and help in improving user experience.
Trending AI Articles:
1. Predicting buying behavior using Machine Learning
2. Understanding and building Generative Adversarial Networks(GANs)
3. Learning from mistakes with Hindsight Experience Replay
4. How to Prevent Bias in Machine Learning
Trend towards end of ownership
We no longer own our music in form of CD/DVD or even storage, we subscribe to some service providers like Netflix/Spotify or Dropbox to listen to our music/videos or save files. This was the start of transfer of ownership era. There has already been a transition of devices like tv’s, smartphones, cars, toasters, coffee machines etc to be converted into connected smart devices that interact over IOT.
Driven by data captured from smart products; AI algorithms and new business models, the trend to end ownership will accelerate all industries, products or services.
We are starting to subscribe to office space (WeWork), housing (Roam, Common), furniture (Fernish), clothes (Le Tote) and, even dog walking (Wag). These trends will accelerate and similar services will start propping up in all walks of life in 2019 and beyond.
AI will automate DevOps through AIOps
According to Gartner, IT Operations personnel (IT Ops) are in the midst of a revolution. The forces of digital business transformation are necessitating a change to traditional IT management techniques. Consequently, we are seeing a significant change in current IT Ops procedures and a restructuring in how we manage our IT ecosystems. And Gartner’s term that captures the spirit of these changes is Artificial Intelligence for IT Operations (AIOps).
AIOps refers to multi-layered technology platforms that automate and enhance IT operations by 1) using analytics and machine learning to analyze big data collected from various IT operations tools and devices, in order to 2) automatically spot and react to issues in real time.
The promise of artificial Intelligence has been to do what humans do but do it better, faster and at scale. AIOps will do this for IT Operations by addressing the speed, scale and complexity challenges of digital transformation.We will see more AI enabled tools/products in 2019 and beyond
Automated machine learning will get popular
One trend that’s going to change the face of ML-based solutions fundamentally is AutoML. It will empower business analysts and developers to evolve machine learning models that can address complex scenarios without going through the typical process of training ML models.
When dealing with an auto my platform, business analysts stay focused on the business problem instead of getting lost in the process and workflow.
AutoML will get more prominent in coming years
Summary
Machine learning and artificial intelligence will become the key technology trends of 2019. From business applications to IT support, Social Media services to consumer electronics that are smart devices/home/car etc, AI is going to impact the industry significantly. We are very excited to see what the future of AI brings for the tech world and humankind.
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