Two readable government reports have been published, one from the US,
the other from the UK. In one of Obama’s last acts in October, the Whitehouse published an
excellent overview of AI 'Preparting for the Future of Artificial Intelligence', pointing to the many ways AI can, will and should benefit
the US economy. What really caught my eye was the case study and two
recommendations around learning.
Expert to novice
The US Navy used an AI tutoring system to capture
‘expertise’ that traditionally took 7-10 years to complete, then trained AI software to be an
intelligent tutor in a 16 week intensive course, as a one-to-one expert. The
results were impressive as the AI-tutored students “frequently outperform Navy experts with 7-10 years
of experience in both written tests of knowledge and real-world problem
solving…. by a wide margin”. This, and other findings led the report
to make two recommendations around the use of AI in learning.
Recommendation 3
“The
Federal Government should explore ways to improve the capacity of key agencies
to apply AI to their missions… to support R&D to determine whether AI and
other technologies could significantly
improve student learning outcomes."
Recommendation 4
" …develop a community of practice for AI
practitioners across government. Agencies should work together to develop and
share standards and best practices around the use of AI in government
operations. Agencies should ensure that Federal
employee training programs include relevant AI opportunities."
UK
Government report
In November, the UK Government published another excellent and readable report, with the title ‘Artificial
intelligence: opportunities and implications for the future of decision
making’. It is as good an introduction to the main concepts of machine learning
(supervised and unsupervised) and deep learning, as I’ve read. Although it
falls short on the concrete recommendations I found in the US report.
Conclusion
It’s good
to see Governments wake up to what is actually happening in AI. This is not a
future tense issue, it is past tense. AI is here in Google, social media,
Netflix, online dating, finance, fraud detection, spam detection, sports, healthcare and now education. It is easily the most important new trend in IT as every major tech
company in the world is investing in AI and making acquisitions. My own view
is that it will also disrupt education and training with products such as
WildFire that produces online learning on one click of a button, and CogBooks with its adaptive learning platform. Let's not be left behind, as we so often are when it comes to the use of smart technology to do smart things.
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