Machine learning is rapidly advancing the decision-making capabilities of today’s computers, yet without an in-depth knowledge of the programming it involves, many engineers and researchers find current technology inaccessible. Dr Paul Robertson at Dynamic Object Language Labs (DOLL) in Massachusetts believes that a solution to the issue may have been hidden in plain sight: machine learning itself. His ideas have now culminated in ‘Pamela’: a universal, open-source language capable of modelling real-world systems, and building plans to overcome challenges. The language and its related tools could soon open up significant opportunities in the emerging field of artificial intelligence.

Integrating Modelling And Machine Learning For Autonomous Robotics - Dr Paul Robertson

In a recent paper, Professor Bertrand Guillotin and Julianne Sellin of Temple University discuss the difficult decision demanded of international companies operating in Russia at the beginning of the Ukrainian invasion. They explore this using the case study of Auchan, an international grocery retailer that had invested huge amounts of resources into the Russian market and had a tough decision to make.

International Companies in the Russian Market During the Ukrainian Invasion

In their recent research, Anne Summach, Titus Chan and Tammy O’Rourke at the University of Alberta explore the factors that determine healthy ageing and frailty in seniors. They formulate and test a new index for assessing strengths and deficits in individuals to create targeted interventions.

A New Index to Assess Frailty and Promote Healthy Ageing

Humans have driven dramatic environmental changes – most of which have a negative impact on us and other species. Today, we can only understand ecological systems by integrating the impacts of human activities, driven by our social systems. These social-ecological systems are dynamic, consisting of feedback loops and several interacting sub-systems – such as forests and agricultural production. The resilience of these systems is dependent on diversity – be it ecological or social. Beyond a certain point, a sub-system may cross a tipping point that changes the state of the whole system, potentially irreversibly, ushering in a new social-ecological state, which is typically less favourable than the former state. In recent research, an international team of experts has developed an advanced analytical framework to examine the tipping points within the social-ecological multiverse of the Southwestern Amazon.

Multiverse of Madness: A Social-Ecological Tipping Point Analysis

Acute vestibular syndrome is one of the most common reasons people present at hospital with dizziness. The symptoms can arise from damage within the brain or the ear, and specialist medical knowledge or equipment is typically needed to determine the specific cause. Dr Nakatsuka from the University of Sydney in Australia has conducted a large-scale analysis and review of the published literature to determine whether well-trained emergency physicians can differentiate between the two causes, using a quick bedside physical examination without expensive special equipment.

Decoding Dizziness in the Emergency Room

Studies suggest that children who rely more on vision from their left eye could be more likely to develop dyslexia if they learn to write using pathways in the right brain hemisphere. Dr David Mather, a researcher at the University of Victoria, recently published a paper reviewing these findings. He outlines a proposed approach to teaching writing skills that could prevent these children from developing dyslexia. This approach involves teaching children to write when they are 7 or 8 years old, when the human brain is better at mapping and memorising entire words.

A Promising Approach to Prevent Children from Developing Dyslexia

Cases of type 2 diabetes are on the rise around the world, so gaining a deeper understanding of this chronic condition is vital to ensure early diagnosis and good outcomes for patients. Dr Xiaomu Li and her colleagues at Zhongshan Hospital, Fudan University are conducting important research to understand the risk factors associated with developing type 2 diabetes. Their findings will help healthcare providers to identify patients at high risk of diabetes, enabling early diagnosis and targeted interventions to prevent the development of the condition.

Understanding Diabetes: Revealing the Links Between High Blood Pressure and Insulin Resistance

Osteoarthritis is a painful and progressive joint disorder that affects hundreds of millions of people worldwide. Typically, the options for treating the condition involve exercise or medication to reduce pain. However, these methods do not target the underlying structural problems in the joints of patients. Recently, researchers have uncovered a genetic susceptibility to osteoarthritis associated with a protein called GDF5, which is involved in skeletal growth and development. Alongside a team of scientists across Europe, Dr Kerstin Kleinschmidt-Doerr at Merck has explored a modified form of the GDF5 protein, named R399E, which showed effects in animal models and in-vitro experiments for treating pain and the underlying structural problems in osteoarthritis.

Could R399E Become a Promising Treatment for Restoring Joints and Relieving Pain in Osteoarthritis?

South Africa’s post-apartheid foreign policy has largely emphasised state-led continental political and economic integration. However, little attention has been paid to the influence of the country’s multinational corporations – or ‘MNCs’ – in this process. MNCs have indeed made an important contribution to increased integration across Africa, due to expansion strategies and the desire to increase market share. Dr Mpumelelo Mkhabela and Professor Christopher Changwe Nshimbi from the Centre for the Study of Governance Innovation at the University of Pretoria argue that we should do more to acknowledge this.

How Multinational Corporations Contribute to Regional Integration Across Africa

Fibromyalgia is a relatively common and yet poorly understood condition characterised by chronic diffuse pain and stiffness, chronic fatigue, poor sleep and cognitive difficulties. Ria Nishikawara at the University of British Columbia and her collaborators Dr Izabela Schultz, Dr Lee Butterfield, and John Murray, carried out a study exploring the unique healthcare experiences of patients diagnosed with fibromyalgia. Their aim was to determine what patients found most helpful and how the available services could be improved.

Exploring How to Improve Healthcare for Patients with Fibromyalgia

The United Nations’ 17 Sustainable Development Goals outline the massive challenges humanity must face to survive on Planet Earth in the 21st Century. All knowledge and experiences accumulated by human societies across time and space could be essential to address these grand challenges. Thus, we should find a way to make this knowledge readily available wherever and whenever decision-makers, heritage stakeholders, and scholars might need it. Professor Andrea Nanetti, an award-winning and internationally recognised expert in Digital Humanities, recently published an open-access paper exploring the opportunities and challenges of using artificial intelligence and machine learning algorithms to leverage human heritage and empower societies to see beyond what is thinkable.

Heritage Science: Seeing Beyond What Is Thinkable to Address 21st Century Challenges

Listen to the story behind the science.
10 minute audio books to give you free and understandable access to the latest science and technology.

Integrating Modelling And Machine Learning For Autonomous Robotics - Dr Paul Robertson

SciPod

Related tracks