In a section on ethical and legal issues arising from deploying AI, the [UK parliamentary ]committee points to decision-making transparency as one of the core challenges, noting that it is “currently rare” for AI systems to be set up to provide a reason for reaching a particular decision. So, in other words, AI systems are not typically being built to show their workings — which therefore makes extracting a rationale for an AI-powered decision problematic.
"Amazon Mechanical Turk is a marketplace for work that requires human intelligence. The Mechanical Turk web service enables companies to programmatically access this marketplace and a diverse, on-demand workforce. Developers can leverage this service to build human intelligence directly into their applications." Sample Business Cases: http://aws.amazon.com/mturk/#bus-case "We had the wrong idea about computers managing without human beings. Computers have realised that the real way to make money is to employ millions of people doing jobs computers cannot do, and for pennies." (Pierre Lazuly) http://www.readwriteweb.com/archives/how_to_use_mechanical_turk_to_rock_conference_blogging.php
THE RACE BETWEEN KNOWLEDGE AND DATA IN MEDICINE
Researchers, doctors and biologists benefit from the massive amount of available information as health data becomes digitized. But it also becomes harder and harder for human brains to uncover the complexity and extract insights. Data is generated at a much faster pace than knowledge. This is THE scientific challenge. We need to create the tools to help human collective intelligence extract knowledge from this influx of data. Parts of these technologies already exist, parts need to be invented. OWKIN creates AI technologies to advance knowledge and discover the medicine of tomorrow.
Are you teriffied about your jobs will be taken away by AI. If you do, then check out the first jobs that will be eliminated by AI. This will help you prep.
Embedded operational analytics help applications and business users take close to real-time action. However, there is another class of applications where even close to real-time analytics are not
sufficient.
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A. Liddo, and S. Shum. ACM Computer Supported Cooperative Work (CSCW 2010) - Workshop: Collective Intelligence In Organizations - Toward a Research Agenda, (February 2010)
A. Liddo, and S. Shum. ACM Computer Supported Cooperative Work (CSCW 2010) - Workshop: Collective Intelligence In Organizations - Toward a Research Agenda, (February 2010)
G. Little, L. Chilton, M. Goldman, and R. Miller. Proceedings of the 23nd annual ACM symposium on User interface software and technology, page 57--66. New York, NY, USA, ACM, (2010)