Description
ETHICS
Consider the strengths and limitations of machine intelligence in the Chinese Room Experiment.
John Searle’s Chinese Room Experiment; strong vs weak AI. Intentionality and consciousness.
Example: Facebook Go; Alibaba and Microsoft AI reading test;
CURATION
Determine methods to secure and share data to support requirements for machine intelligence.
Requirements for data to support machine intelligence (cf car vision and snow); methods for securing personal data and individual consent where data are collected autonomously by always-on machines;
Example: UK backlash against centralised patient records; Norway’s hack of patient records; the personal media devices: Alexa, Cortana, Siri, Google …
ANALYSIS
Create data classifiers using logistic regression.
Classification using logistic regression, and modelling probability.
PRESENTATION
Plot classification outcomes for logistic regression using mosaic plots.
Mosaic plots designed to present categorical data.
CASE STUDY
Leukaemia dataset for classification.