Data Science: the business picture
January 23, 2019
Advanced analytics and artificial intelligence (AI) allow discovering new sources of growth
January 7, 2019
Data Science: the Science is in the Detail
November 15, 2018
How AI Is Augmenting Human Intelligence Moving Forward
- May 16, 2018
- By Franki Chamaki
The dawn of collaborative intelligence is already here.
AI is often given a bad rep for enabling robots to replace humans in their jobs, but that’s not really the full picture. What’s occurring is a modern industrial revolution in which machine learning and automation is disrupting every industry, the way computers did from the 1970s up until 2000s.
The paradigm shift between humans and computers is increasing; and how we utilize computers to assist in our job functions is going to change along with it. Machines aren’t taking human jobs – they’re solidifying our businesses and making our jobs (and lives) easier along the way.
Finding better new answers together
When working together, AI and humans can achieve great things. A recent Harvard study proves that human analysis combined with deep learning has achieved better results when compared to pathologist only or AI only. By working together, they achieved a 99.5 percent success rate in identifying cancer.
During Google’s I/O ’18 Keynote we saw something even more interesting. Not only did AI augment doctor’s diagnosis of diabetic retinopathy, AI also predicted other elements not easily possible such as age, sex, weight and risk of cardiovascular disease.
The evolved relationship between man and tools
The power of artificial intelligence is anything but artificial. The ability to process and analyze millions of calculations per second gives AI the ability to quickly present information to human workers in a digestible fashion.
Automation and machine learning give human workers superpowers they have never possessed. By working in collaboration, human powers and skills are amplified by augmented intelligence. This new collaborative intelligence will be capable of performing unimaginable superhuman feats.
So, human roles aren’t disappearing – in fact, Paul Daugherty, Accenture’s Chief Technology and Innovation Officer, argues that AI is actually creating new human career paths. Paul talks about 3 new jobs A.I. is creating: Trainers, Explainers, and Sustainers.
While the autonomous car doesn’t require a driver, it does require an Explainer to translate between tech and business units, a Trainer to guide AI in its learning, and a Sustainer to ensure everything works as designed.
The same is true of Vending Analytics and our other in-development applications, where inventory management, product selection, and placement are optimized using the power of collaborative intelligence. Vending machine operators or category planners aren’t being displaced by AI. Instead, their job is being made easier and more insightful than ever before while revenue streams are being optimized for growth.
In most cases, HIVERY acts as both an Explainer and a Trainer, while our customers are Sustainers who ensure our AI applications are making recommendations that align with their business goals.
Since 2013, jobs requiring AI skills have grown over 450 percent. Active AI startups have grown by 1400 percent since 2000. This modern tool is not only creating jobs, but it’s carrying a large portion of the economy on its back in the process.
The fear and doubt surrounding AI typically revolve around its interaction with humans. Nevertheless, perspectives on AI are shifting now that AI is permeating into the society. Digital assistants like Amazon’s Alexa and Apple’s Siri, for instance, are now used by half the population, and 68 percent of users believe AI is less biased than humans.
Arguably, for AI augmentation to work well with humans, it requires an element of humanization through personality development. We might consider the prospect of “personality donors”, similar to “blood donors”, who will “donate” parts of their personality for specific tasks requiring intense human interactions.
Application examples can vary from a medical practitioner whose concerned patient requires empathy and confidence in their interaction to a customer support specialist dealing with an irritated customer who requires a calm, understanding and polite interaction over the phone. Below is a great example of AI application that synthesises elements of humanization and personality. In fact, Google has an entire team dedicated to it. Yet, acting too little (or too much) like a human can make AI creepy leading to Uncanny valley. So, this is a balancing act; and art in itself as much as it is science.
It’s natural to fear change and the unknown. Hollywood certainly hasn’t made trusting robots any easier. But the next phase of the industrial revolution is upon us, and our creativity, morality, and emotion are the strengths we’ll always hold over machines.
3 new jobs A.I. is creating: Trainers, explainers, and sustainers
‘Machines of Loving Grace,’ by John Markoff
Human + Machine: Reimagining Work in the Age of AI
Why Automation Today Is Like Computers in the 1980s
10 Charts That Will Change Your Perspective On Artificial Intelligence’s Growth
Consumers: 46% use Voice Assistants in US, 68% Think AI Less Biased
The 6 Critical Chatbot Statistics for 2018
Google Wants to Give Your Computer a Personality