2023-2024 Accenture Fellows advance expertise on the crossroads of enterprise and society | MIT Information

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The MIT and Accenture Convergence Initiative for Trade and Know-how has introduced 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.

By way of its partnership with the College of Engineering, Accenture supplies 5 annual fellowships awarded to graduate college students with the goal of producing highly effective new insights on the convergence of enterprise and expertise with the potential to rework 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 modern integrations of tactile sensing and haptics, interactive sensing and AI, digital fabrication, and sensible 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 methods, with the purpose of making novel sensing and actuation gadgets that revolutionize interactions between folks 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 delicate textiles-based pneumatic actuators. With the assist of an Accenture Fellowship, she is going to advance her work of mixing sensing and actuating gadgets and discover the event of haptic gadgets that simulate tactile cues captured by tactile sensors. Her final goal is to construct a scalable, textile-based, closed-loop human-machine interface. Luo’s analysis holds thrilling potential to advance ground-breaking functions for sensible 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 types the premise of transformative general-purpose applied sciences (GPTs) comparable to GPT4. An Accenture Fellowship will allow Munyikwa to conduct analysis aimed toward illuminating the present and potential affect of basis fashions (together with giant language fashions) on work and duties frequent to “high-skilled” information staff in industries comparable to advertising and marketing, authorized companies, and medication, during which basis fashions are anticipated to have vital financial and social impacts. A main purpose of her mission is to look at the affect of AI augmentation on duties like copywriting and long-form writing. A second goal is to discover two main ways in which basis fashions are driving the convergence of artistic and technological industries, specifically: lowering the price of content material era and enabling the event of instruments and platforms for training and coaching. Munyikwa’s work has necessary implications for using basis fashions in lots of fields, from well being care and training to authorized companies, enterprise, and expertise.

Michelle Vaccaro is a PhD candidate in social engineering methods 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 improvement towards societally helpful functions, like local weather change mitigation. An Accenture Fellowship will assist Vaccaro’s present work towards two key targets: figuring out synergies between people and AI-based software program to assist design human-AI methods that tackle persistent issues higher than current approaches; and investigating functions of human-AI collaboration for forecasting technological change, particularly for renewable power applied sciences. By integrating the traditionally distinct domains of AI, methods 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 idea, and experimental design to create environment friendly, dependable, and sustainable subject experiments in numerous domains. In his present work, Wang is making use of statistical studying methods comparable to on-line studying and bandit idea to check the effectiveness of recent therapies, vaccinations, and well being care interventions. With the assist of an Accenture Fellowship, he’ll design experiments with the particular goal of understanding the trade-off between the lack of a affected person’s welfare and the accuracy of estimating the therapy impact. The outcomes of this analysis may assist to save lots of lives and comprise illness outbreaks throughout pandemics like Covid-19. The advantages of enhanced experiment design and the gathering of high-quality information lengthen properly past well being care; for instance, these instruments may assist companies optimize consumer engagement, take a look at pricing impacts, and improve the utilization of platforms and companies. Wang’s analysis holds thrilling potential to harness statistical studying, econometrics idea, and experimental design in assist of sturdy companies and the higher social good.

Aaron Michael West Jr. is a PhD candidate whose analysis seeks to reinforce our information of human motor management and robotics. His work goals to advance rehabilitation applied sciences and prosthetic gadgets, in addition to enhance robotic dexterity. His earlier work has yielded invaluable insights into the human potential to extract data solely from visible shows. Particularly, he demonstrated people’ potential to estimate stiffness primarily based solely on the visible remark 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 assist main advances in robotics and rehabilitation applied sciences, with profound impacts on human well being and well-being.

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