“Any sufficiently advanced technology is indistinguishable from magic.” (Arthur C. Clarke)
WHAT IS ARTIFICIAL INTELLIGENCE?
Artificial Intelligence is a discipline within information technology that deals with creating intelligent machines. An intelligent machine is a computer, or a robot controlled by a computer or a software that undertakes tasks and reasoning, traditionally associated with the human intellect. Artificial intelligence has therefore been created by studying how the human mind thinks, learns, discriminates and functions when attempting to resolve a problem. The results of these studies have been used as the basis for the software development and intelligent systems underpinning AI. Given that there are multiple human intelligences, different techniques have been developed to emulate them. This has resulted in different types of artificial intelligence, and the creation of systems capable of calculating, reasoning, detecting relationships and analogies, learning from experience, solving problems, understanding complex ideas, utilising natural language correctly, categorising.
THE BRANCHES OF ARTIFICIAL INTELLIGENCE It’s good to make a distinction between Artificial Intelligence, Machine Learning and Deep Learning: • Machine Learning is an area within artificial intelligence which aims to develop the ability to learn through experience in computers, using algorithms, data and examples, rather than by pre-programming. The power of machine learning is due to the quality of the algorithms and examples, which are continuously improved and updated over time. The resulting knowledge used is no longer directly human, as the process of knowledge accumulation is transferred to the machine, which learns autonomously. Examples of applications are anti-spam filters for mailboxes and search engines. • Deep Learning is an area within and a function of Machine Learning. It is based on Artificial Neural Networks, or rather computational models, inspired by how the human brain works. The main attribute of an Artificial Neural Network is the ability to learn during a training phase and then apply the knowledge learnt to make predictions in new situations. Just like human brains these networks have an internal memory that grows with experience. For example, using Deep Learning techniques, a face in a photograph can be recognised, or equally, a sample of freehand writing and drawing.
THE APPLICATIONS OF ARTIFICIAL INTELLIGENCE When you use Siri or Cortana, or any Android function voice on your mobile phone, you are using Artificial Intelligence. You are also using it when you search for or buy something on an ecommerce site (eg Amazon) which uses advanced personalisation, recommendations or pattern recognition, and when you search for an image. The most well know application is the self-driving car. Artificial Intelligence is becoming a widespread technology in all sectors because it is transformative. • When you are on a train, it is guided by an expert system that manages traffic on the rail network. • When you use your voice to search on Google, you are using a natural language processing system. • When you navigate the web, you see advertisements that reflect your interests, as a result of machine learning. • When you search the web using the images option rather than the text option, you are exploiting deep learning. • Finally, the study of robotics is beginning to offer solutions for agriculture, healthcare and the management of awkward or unpleasant tasks.
WHAT IS THE IMPACT ON WORK? According to Gartner, within just the next 5 years Intelligent Machines and Robots could replace highly qualified professionals in the healthcare, legal and IT sectors. The scope of development in artificial intelligence covers both intellectual and manual capabilities. Therefore, a potentially massive impact on many of today’s professions is envisaged. Predictions of the effects on employment can be divided into two camps: the optimists, who believe the professions will adapt, and pessimists who foresee fewer available jobs. In both cases, it’s wise to become more aware of, and better informed about Artificial Intelligence, grounding it in the evolution which scientists, scholars and entrepreneurs proclaim is underway: Human Intelligence enhanced by Artificial Intelligence will create Augmented Intelligence.
Artificial Intelligence Artificial intelligence and the fourth industrial revolution have made considerable advances in the last two years. Most of the ongoing developments have been created for industrial and commercial usage, even if the number of companies that are working on consumer products are increasing. In this guide, you will find practical tips, based on a series of tools which use artificial intelligence. Experiment by using one that inspires you, so that you become familiar with it, and maybe, in the future, it will help to spark an idea for your organisation. The following exercise involves navigating different applications and is designed to help you begin to develop the Digital Mindset via personal experience
Artificial intelligence and the fourth industrial revolution have made considerable advances in the last two years. Most of the ongoing developments have been created for industrial and commercial usage, even if the number of companies that are working on consumer products are increasing. In this guide, you will find practical tips, based on a series of tools which use artificial intelligence. Experiment by using one that inspires you, so that you become familiar with it, and maybe, in the future, it will help to spark an idea for your organisation. The following exercise involves navigating different applications and is designed to help you begin to develop the Digital Mindset via personal experience. Here is a list of websites that offer specific services: ETCH etch.ai helps you to manage your contacts in a searchable database Name Description Address Findo findo.com Your intelligent search assistant throught emails, files and personal cloud Leap leap.ai recommends organisations for you to apply to, based on your skills Mosaic mosaic.ai helps you to write better CVs WORK Newton newton.ai helps you to find the type of work you want Woo woo.io helps you to make intelligent career decisions, anonymously Brightcrowd brightcrowd.com Helps you to find important professional connections
D. Christopher Lane, A. Diem-Lane
Digital Philosophy
Mount San Antonio College
In a world where everything seems destined to become
programmable via software code, sensors, data, algorithms, artificial
intelligence and digital platforms, great philosophical themes are being
reconsidered too. Here are presented the most advanced frontiers, at the
international level, of digital thought and philosophy. A book that helps us
understand the impact of digital on our current and future lives. It analyses
the present to understand the future that awaits us, and opens our minds so we
can seize opportunities.
P. Domingos
The Master Algorithm: How the Quest for the Ultimate
Learning Machine Will Remake Our World
Basic Books
Our society is steeped in algorithms. Every time we visit a
website looking for a book or a film, or we browse among online shops, we leave
a long digital trace behind us that describes our habits and our preferences.
This trail is the raw material, the database from which algorithms extract the
information needed to propose products or services to us which we appear to
need or desire. Algorithms study us, imitate us and experiment on us, in search
of the ultimate goal that is considered the Holy Grail of computing research:
the Definitive Algorithm, capable of extracting all the information from the
data and doing everything, absolutely everything that we want, even before we
ask for it. This is the commercial perspective. But from a scientific point of
view, this challenge is about finding an algorithm capable of programming
oneself. It may seem like science fiction, but it is already a scientific
pursuit in full flow that will have a major impact in a much wider range of
fields.











