15 January 2017

Putting the “intelligent” machine in its place

Be the first to share
Media
Business
Services
Social Issues

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.

Be the first to share
4 April 2019
When ethnography becomes a joke
For a number of years, we have witnessed a diminishing appetite for ethnographic work among commercial clients, writes Patricia Sunderland, PhD and founder of Cultural Research and Analysis, on the site of the Qualitative Research …
9 March 2019
Innovation is about understanding culture
Jay Hasbrouck, Founder of Filament Insight & Innovation, argues that ethnographic thinking is an overall innovation strategy that can strategically guide large organisations in how they innovate, can drive their efforts to build innovation capacity, …
24 February 2019
Ten arguments against algorithmic decision making
Against the Dehumanisation of Decision-Making – Algorithmic Decisions at the Crossroads of Intellectual Property, Data Protection, and Freedom of Information by Dr Guido Noto La Diega, Senior Lecturer in Law at the Northumbria University Law School Published …
20 January 2019
[Book] The Age of Surveillance Capitalism
The Age of Surveillance Capitalism: The Fight for the Future at the New Frontier of Power Shoshana Zuboff Profile Books, 31 January 2019 704 pages The challenges to humanity posed by the digital future, the first detailed examination of …
4 January 2019
Why data is never raw
"Except in divine revelation, data is never simply given, nor should it be accepted on faith," writes Nick Barrowman in The New Atlantis. "How data are construed, recorded, and collected is the result of human …
1 January 2019
Daniel Kahneman on cutting through the noise
You might be surprised by what occupies Daniel Kahneman’s thoughts. “You seem to think that I think of bias all the time,” he tells esteemed economist Tyler Cowen. “I really don’t think of bias that …
22 December 2018
Intel anthropologist Dawn Nafus interview on the use of data and technology in medical contexts
In an age where we can collect and store (forEVER) every second of every day, how much do we truly need… to learn? To react? To do good deeds that benefit society? Assuming we champion that, …
27 November 2018
[Report] Hiding in Plain Sight: Impact Investing in the Creative Economy
In October 2018, Rockefeller Philanthropy Advisors published Hiding in Plain Sight: Impact Investing in the Creative Economy, a new report from RPA sponsored project Upstart Co-Lab. The report is the first analysis of the tremendous …

We are an international experience design consultancy helping companies and organisations to innovate their products, services and processes by putting people and their experiences first.

2 May 2019
MacArthur Foundation’s “100&Change” competition now calling for applications

100&Change is a MacArthur Foundation competition for a $100 million grant to fund a single proposal that will make measurable progress toward solving a significant problem. 100&Change will select a bold proposal that promises real progress toward solving a critical problem of our time. And it will award a $100 million grant to help make […]

19 March 2019
Interested in a career with us?

Then we are interested in hearing from you. We have several positions available for talented UX/UI and service designers who are passionate about creating world-class user experiences. Please see the job descriptions on our website for more information, and send us your CV with a cover letter statement about yourself, your experience, and what UX […]

22 December 2018
Our very best wishes for 2019! / Auguri da Experientia!
4 October 2018
Bringing​ ​patients into focus at the Roche Innovation Summit

Experientia is proud to have been a key participant at the Roche Innovation Summit, held at Roche headquarters in Basel Switzerland on 19 June 2018. Themed “​Transforming the Healthcare Experience Together​”, the summit aimed to galvanize the Roche community around the future transformation of healthcare and diagnostics. With 800 attendees from Roche and Genentech global […]

13 June 2018
Invito: DesAlps design thinking workshop per la tua startup

Hai una startup? Hai mai pensato ai benefici che potrebbe trarre dal Design Thinking? Questa è l’opportunità per scoprirlo! DesAlps Workshop #2: Il Design Thinking per la tua startup! Giovedì 28 giugno 2018 – dalle 9:30 alle 17:00 @ I3P | Corso Castelfidardo 30/a, Torino —– Nell’ambito del progetto europeo DesAlps, un team di esperti […]

3 May 2018
Invito: DesAlps innovation workshop per le PMI del territorio piemontese

Experientia è lieta di invitare le piccole e medie imprese del territorio piemontese al: DesAlps Workshop #1: Il Design Thinking per le PMI Venerdì 18 maggio 2018 – dalle 9.00 alle 17.30 @ Rinascimenti Sociali | via Maria Vittoria 38, Torino Scopri i vantaggi che il Design Thinking può portare al tuo business per prepararvi […]

See all articles