Thanks to the likes of Google, Amazon, and Facebook, the terms artificial intelligence (AI) and machine learning have become much more widespread than ever before. They are often used interchangeably and promise all sorts from smarter home appliances to robots taking our jobs.
The UK has a new AI centre – so when robots kill, we know who to blame The UK has a new AI centre – so when robots kill, we know who to blameArtificial Intelligence 12 Oct 2016.
But while AI and machine learning are very much related, they are not quite the same thing. AI is a branch of computer science attempting to build machines capable of intelligent behaviour, while Stanford University defines machine learning as “the science of getting computers to act without being explicitly programmed”. You need AI researchers to build the smart machines, but you need machine learning experts to make them truly intelligent.
Maybe you know the feeling.You’re out and about somewhere, doing something you either really need to do — like online banking or trying to catch a flight out of O’Hare — or something you really want to do — like trying to navigate the byzantine complexity of America’s private healthcare insurance system or figuring out how to actually use frequent flyer points for your benefit — and it suddenly hits you. Something or someone is making whatever you need/want to do harder instead of easier. For me, the feeling usually bubbles up pretty fast.Design rage.
OK, maybe ‘rage’ is a little strong, but you get the idea. I’ve noticed that when that rage-y feeling does arise it’s usually not symptomatic of something that’s missing from my life, but instead tends to be driven by the inadequacy of things that already exist…
Beginners or people who don’t think they are particularly creative often get frustrated at how slow they are at coming up with ideas.
This is often because they only start thinking of ideas once they have something to work on — this is way too late.
Let me explain.
Today while I was working at Starbucks writing this article, what do you think caught my eye?
All publicly funded scientific papers published in Europe could be made free to access by 2020, under a “life-changing” reform ordered by the European Union’s science chief, Carlos Moedas.The Competitiveness Council, a gathering of ministers of science, innovation, trade and industry, agreed on the target following a two-day meeting in Brussels last week.
The move means publications of the results of research supported by public and public-private funds would be freely available to and reusable by anyone. It could affect the paid-for subscription model used by many scientific journals, and undermine the common practice of releasing reports under embargo.
At present the results of some publicly funded research are not accessible to people outside universities and similar institutions without one-off payments, which means that many teachers, doctors, entrepreneurs and others do not have access to the latest scientific insights. In the UK, funding bodies generally require that researchers publish under open access terms, with open access publishing fees paid from the researcher’s grant.
The digital revolution, we are told everywhere today, produces democracy. It gives “power to the people” and dethrones authoritarians; it levels the playing field for distribution of information critical to political engagement; it destabilizes hierarchies, decentralizes what had been centralized, democratizes what was the domain of elites.
Most on the left would endorse these ends. The widespread availability of tools whose uses are harmonious with leftist goals would, one might think, accompany broad advancement of those goals in some form. Yet the left today is scattered, nearly toothless in most advanced democracies. If digital communication technology promotes leftist values, why has its spread coincided with such a stark decline in the Left’s political fortunes?
The customer journey map is an oriented graph that describes the journey of a user by representing the different touchpoints that characterize his interaction with the service.
In this kind of visualization, the interaction is described step by step as in the classical blueprint, but there is a stronger emphasis on some aspects as the flux of information and the physical devices involved. At the same time there is a higher level of synthesis than in the blueprint: the representation is simplified trough the loss of the redundant information and of the deepest details.