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The MIT and Accenture Convergence Initiative for Business and Expertise has chosen 5 new analysis fellows for 2023-24. Now in its third yr, the initiative underscores the methods during which business and analysis can collaborate to spur technological innovation.
Via its partnership with the Faculty of Engineering, Accenture supplies 5 annual fellowships awarded to graduate college students with the purpose of producing highly effective new insights on the convergence of enterprise and know-how with the potential to remodel society. The 2023-24 fellows will conduct analysis in areas together with synthetic intelligence, sustainability, and robotics.
The 2023-24 Accenture Fellows are:
Yiyue Luo
Yiyue Luo is a PhD candidate who’s growing progressive integrations of tactile sensing and haptics, interactive sensing and AI, digital fabrication, and good wearables. Her work takes benefit of latest advances in digital manufacturing and AI, and the convergence in superior sensing and actuation mechanisms, scalable digital manufacturing, and rising computational strategies, with the aim of making novel sensing and actuation units that revolutionize interactions between individuals and their environments. In previous tasks, Luo has developed tactile sensing attire together with socks, gloves, and vests, in addition to a workflow for computationally designing and digitally fabricating smooth textiles-based pneumatic actuators. With the help of an Accenture Fellowship, she’s going to advance her work of mixing sensing and actuating units and discover the event of haptic units that simulate tactile cues captured by tactile sensors. Her final purpose is to construct a scalable, textile-based, closed-loop human-machine interface. Luo’s analysis holds thrilling potential to advance ground-breaking functions for good textiles, well being care, synthetic and digital actuality, human-machine interactions, and robotics.
Zanele Munyikwa is a PhD candidate whose analysis explores basis fashions, a category of fashions that varieties the idea of transformative general-purpose applied sciences (GPTs) equivalent to GPT4. An Accenture Fellowship will allow Munyikwa to conduct analysis geared toward illuminating the present and potential impression of basis fashions (together with giant language fashions) on work and duties widespread to “high-skilled” information employees in industries equivalent to advertising and marketing, authorized providers, and drugs, during which basis fashions are anticipated to have important financial and social impacts. A major aim of her challenge is to look at the impression of AI augmentation on duties like copywriting and long-form writing. A second purpose is to discover two major ways in which basis fashions are driving the convergence of inventive and technological industries, specifically: decreasing the price of content material technology and enabling the event of instruments and platforms for schooling and coaching. Munyikwa’s work has vital implications for using basis fashions in lots of fields, from well being care and schooling to authorized providers, enterprise, and know-how.
Michelle Vaccaro is a PhD candidate in social engineering techniques whose analysis explores human-AI collaboration with the targets of growing a deeper understanding of AI-based applied sciences (together with ChatGPT and DALL-E), evaluating their efficiency and evolution, and steering their growth towards societally useful functions, like local weather change mitigation. An Accenture Fellowship will help Vaccaro’s present work towards two key targets: figuring out synergies between people and AI-based software program to assist design human-AI techniques that handle persistent issues higher than current approaches; and investigating functions of human-AI collaboration for forecasting technological change, particularly for renewable vitality applied sciences. By integrating the traditionally distinct domains of AI, techniques engineering, and cognitive science with a variety of industries, technical fields, and social functions, Vaccaro’s work has the potential to advance particular person and collective productiveness and creativity in all these areas.
Chonghuan Wang is a PhD candidate in computational science and engineering whose analysis employs statistical studying, econometrics concept, and experimental design to create environment friendly, dependable, and sustainable discipline experiments in numerous domains. In his present work, Wang is making use of statistical studying strategies equivalent to on-line studying and bandit concept to check the effectiveness of latest therapies, vaccinations, and well being care interventions. With the help of an Accenture Fellowship, he’ll design experiments with the particular purpose of understanding the trade-off between the lack of a affected person’s welfare and the accuracy of estimating the remedy impact. The outcomes of this analysis may assist to save lots of lives and include illness outbreaks throughout pandemics like Covid-19. The advantages of enhanced experiment design and the gathering of high-quality information lengthen nicely past well being care; for instance, these instruments may assist companies optimize person engagement, check pricing impacts, and enhance the utilization of platforms and providers. Wang’s analysis holds thrilling potential to harness statistical studying, econometrics concept, and experimental design in help of sturdy companies and the better social good.
Aaron Michael West Jr. is a PhD candidate whose analysis seeks to boost our information of human motor management and robotics. His work goals to advance rehabilitation applied sciences and prosthetic units, in addition to enhance robotic dexterity. His earlier work has yielded beneficial insights into the human skill to extract info solely from visible shows. Particularly, he demonstrated people’ skill to estimate stiffness based mostly solely on the visible statement of movement. These insights may advance the event of software program functions with the identical functionality (e.g., utilizing machine studying strategies utilized to video information) and will allow roboticists to develop enhanced movement management such {that a} robotic’s intention is perceivable by people. An Accenture Fellowship will allow West to proceed this work, in addition to new investigations into the performance of the human hand to help within the design of a prosthetic hand that higher replicates human dexterity. By advancing understandings of human bio- and neuro-mechanics, West’s work has the potential to help main advances in robotics and rehabilitation applied sciences, with profound impacts on human well being and well-being.
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