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Welcome to Digifest:
Plenary and keynote
Paul Feldman, Chief executive, Jisc
2
Geoff Mulgan,Chief executive, Nesta
3
Digifest
Geoff Mulgan, Birmingham March 2017
Promise
Pitfalls
Possibility
Promise
Nov 2016, Google Translate adopts a neural machine
translation engine that can translate whole sentences.
In Jan 2017, a machine-learning-powered poker bot
outcompeted 20 of the world’s best.
Source: Tribune Review, 30 Jan 2017, http://bit.ly/2kW1aj6
Pitfalls
• What works?
• Where’s the learning about
learning?
• Top down + social/peer? Online
plus offline?
• Missing business models?
UK, 2000-2015
Source: Deloitte LLP
Fit for the future?
Possibility
Informed education choices
Offices of Data Analytics (and data marketplaces)
ARLOESIADUR: turning big data into policy action
What works centres
1. NICE (health and care)
2. Education Endowment Fund
3. Early Intervention Foundation
4. Centre for Ageing Better
5. College of Policing (crime
reduction)
6. Centre for Local Economic
Growth
7. What Works Well-being
8. Universities …?T h e n e w g l o b a l
l a b o r a t o r y f o r
i n n o v a t i o n a n d g r o w t h
p o l i c y
What to lobby for?
Questions and answers
3

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Jisc Digifest 2017 - plenary session with keynote from Geoff Mulgan

Hinweis der Redaktion

  1. Deepmind Alphago – Mustafa Suleyman at FutureFest 2016 explaining the branching thinking needed to create the algorithm to play Go (with sound) Credits: Courtesy of Nesta  http://www.nesta.org.uk/mustafa-suleyman-futurefest-2016
  2. google translate: 200 billion words from UN, In November 2016, Google announced that Google Translate would switch to a neural machine translation engine, which translates "whole sentences at a time, rather than just piece by piece. It uses this broader context to help it figure out the most relevant translation, which it then rearranges and adjusts to be more like a human speaking with proper grammar" What does machine learning mean in this context: learning relative to look-up: where is the smart The richness comes from the richness of the dataset and *uncertainty* Not a static set of rules Dealing with uncertainty
  3. Sightcorp – scanning a crowd (no sound) Credits: Courtesy of Sightcorp https://www.youtube.com/watch?v=7V8jrdH5tAQ
  4. In the last 15 years, occupations classified by Osborne and Frey in 2014 as having the lowest probability of computerisation have created approximately 3.5m jobs while higher probability occupations have lost over 800k jobs