It’s rare for a data scientist to be so reflective and critical on the limitations (and therefore the real opportunities) of their discipline, as Katherine Bailey has managed in a short article on Techcrunch.
Recent issues around machine learning biases and ethics make it clear that math and data can only take us so far. The recent fake news debacle and the efforts of some top researchers in natural language processing to address it show that sometimes even just defining the problem you’re trying to solve is the hardest part. We need human intelligence to decide how and when to use machine intelligence, and the more sophisticated the uses we make of machine intelligence, the more critically we need human intelligence to ensure it’s deployed sensibly and safely.
It’s time we started exalting critical thinking skills the way we do math skills. While we can entrust machines with mathematical calculations, we can’t entrust them with critical thinking, nor will we be able to any time soon. Reasoning about moral issues and identifying which types of problems are solvable with math are skills unique to humans.
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Reposted from Medium Beyond the engineering challenge of creating cars that drive themselves lies the social challenge. Before autonomous cars are ready to navigate our roads, they must be able to navigate the vastly more complicated nuances of human behaviors and interactions — from that friendly nod that says “You first” at a four-way stop, to the […]
Ripostato da Medium – English version Il mondo del fashion sta diventando sempre di più digitale — e non si tratta solo di dispositivi da indossare, ma anche e soprattutto di abbigliamento, realizzato con tessuti in cui sono effettivamente integrati dei sensori in grado di misurare e monitorare il corpo di chi li veste. Dato che la […]
Reposted from Medium – Versione italiana The world of fashion is becoming increasingly digital — and not just wearable devices, but with clothing made from fabrics that actually integrate sensors and technology that can monitor and measure the wearer. As fashion starts to go beyond outward appearance, fashion designers need to broaden their skillsets, to make sure […]
It’s that time of year again – Milan’s don’t-miss event for the design community is here. If you’re looking to get inspired at Milan Design Week, then check out our top picks for the latest edition, from Experientia’s designers, strategists and partners. Milan might be best known for its busy streets, traditional cafés and world […]
Following the 2016 Smart Innovation Award at “FIMBACTE Trophées du Cadre de vie”, the CITYOPT project has once again been recognized, this time in the prestigious French design competition: “Observeur du Design 2017”, in the Service Design category. In June 2016, CITYOPT won the first stage of the Observeur du Design. Now the project has […]
Last month Putting People First announced the upcoming conference on design & sustainable innovation for smart cities in Nice France. Meanwhile we are pleased to announce the full event agenda (see below). This event will feature professionals from leading research institutes and industry gathering to present key initiatives which combine Energy Efficiency and Service Design […]