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Core Areas of Study

Technology and Capability: Study Australian Defence Force capabilities. Resources cover the capability life cycle and project management including their relationship to future operational concepts. Topics include emerging technologies and their relevance to future joint warfare.
20m

Google Ponders the Shortcomings of Machine Learning

This article discusses Google’s AI research project Google Brain and DeepMind and their explanation for why, despite advances in computing power, machine learning still lags behind human cognitive skills, particularly the ability to “generalize beyond one’s experience”. The article describes the use of graphs of relationships to replicate neural networks as a potential area of future advancement in machine learning and artificial intelligence.

10

Glimpse: How Electronic Tattoos Will Change The World — And Ourselves

Scientists have developed a means to 3D print electronics onto the skin as a form of wearable technology akin to a tattoo. It is proposed that further development of this technology will allow these tattoos to monitor our vitals, and feed us personalized health advice in real time.

15m

Artificial intelligence system uses transparent, human-like reasoning to solve problems

This article describes a method by which a computer can recognise objects using Transparency by Design Network (TbD-Net) developed at the MIT Lincoln Laboratory. Researchers have used human-like reasoning to develop an algorithm which they claim can outperform other visual recognition software and algorithms because humans can view its reasoning process to determine where and how it is making mistakes.

2h

North Korea’s Military Capability

This article is a Backgrounder document produced by the US Council on Foreign Relations outlining North Korea’s military capabilities with a particular focus on unconventional weapons. The article addresses the current state and source of origin of North Korea’s current arsenal of nuclear, chemical and biological weapons, as well as their delivery platforms.

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