2023-2024 Accenture Fellows advance know-how at the crossroads of small business and culture | MIT Information

The MIT and Accenture Convergence Initiative for Field and Know-how has picked five new research fellows for 2023-24. Now in its 3rd 12 months, the initiative underscores the means in which field and exploration can collaborate to spur technological innovation.

As a result of its partnership with the Faculty of Engineering, Accenture provides five annual fellowships awarded to graduate students with the intention of creating impressive new insights on the convergence of company and engineering with the potential to rework modern society. The 2023-24 fellows will conduct research in areas which includes synthetic intelligence, sustainability, and robotics.

The 2023-24 Accenture Fellows are:

Yiyue Luo

Yiyue Luo is a PhD prospect who is acquiring innovative integrations of tactile sensing and haptics, interactive sensing and AI, digital fabrication, and sensible wearables. Her do the job usually takes edge of new improvements in digital production and AI, and the convergence in sophisticated sensing and actuation mechanisms, scalable digital production, and emerging computational methods, with the aim of making novel sensing and actuation devices that revolutionize interactions among folks and their environments. In previous tasks, Luo has created tactile sensing attire together with socks, gloves, and vests, as well as a workflow for computationally developing and digitally fabricating gentle textiles-centered pneumatic actuators. With the guidance of an Accenture Fellowship, she will advance her function of combining sensing and actuating gadgets and explore the improvement of haptic equipment that simulate tactile cues captured by tactile sensors. Her supreme goal is to create a scalable, textile-based mostly, closed-loop human-equipment interface. Luo’s research retains thrilling likely to advance floor-breaking purposes for clever textiles, health care, synthetic and digital reality, human-machine interactions, and robotics.

Zanele Munyikwa is a PhD prospect whose research explores foundation designs, a class of products that sorts the basis of transformative typical-goal systems (GPTs) these kinds of as GPT4. An Accenture Fellowship will allow Munyikwa to conduct study aimed at illuminating the latest and prospective affect of foundation products (including large language models) on function and tasks popular to “high-skilled” information workers in industries such as marketing, legal services, and medication, in which basis versions are expected to have important economic and social impacts. A main target of her venture is to observe the effects of AI augmentation on jobs like copywriting and long-kind crafting. A next intention is to check out two most important techniques that basis products are driving the convergence of artistic and technological industries, specifically: minimizing the price tag of material era and enabling the advancement of instruments and platforms for instruction and teaching. Munyikwa’s work has crucial implications for the use of basis models in several fields, from wellness care and instruction to lawful companies, business, and technological innovation.

Michelle Vaccaro is a PhD applicant in social engineering programs whose research explores human-AI collaboration with the goals of producing a deeper knowledge of AI-centered technologies (which include ChatGPT and DALL-E), analyzing their functionality and evolution, and steering their growth towards societally helpful applications, like climate adjust mitigation. An Accenture Fellowship will assist Vaccaro’s recent do the job toward two crucial aims: pinpointing synergies amongst individuals and AI-dependent software program to help style human-AI programs that deal with persistent difficulties greater than present strategies and investigating programs of human-AI collaboration for forecasting technological modify, specially for renewable power technologies. By integrating the traditionally distinctive domains of AI, units engineering, and cognitive science with a huge variety of industries, complex fields, and social applications, Vaccaro’s function has the likely to advance specific and collective efficiency and creativity in all these areas.

Chonghuan Wang is a PhD candidate in computational science and engineering whose investigation employs statistical understanding, econometrics concept, and experimental layout to generate efficient, reputable, and sustainable subject experiments in many domains. In his existing do the job, Wang is making use of statistical mastering techniques this sort of as on the net discovering and bandit principle to take a look at the performance of new remedies, vaccinations, and health care interventions. With the assist of an Accenture Fellowship, he will layout experiments with the particular intention of knowledge the trade-off among the loss of a patient’s welfare and the precision of estimating the treatment impact. The benefits of this investigation could assistance to conserve lives and comprise sickness outbreaks throughout pandemics like Covid-19. The added benefits of improved experiment layout and the assortment of significant-high-quality details increase effectively outside of health care for case in point, these equipment could assist companies optimize user engagement, exam pricing impacts, and raise the use of platforms and services. Wang’s research holds fascinating opportunity to harness statistical mastering, econometrics idea, and experimental style in assist of sturdy firms and the better social great.

Aaron Michael West Jr. is a PhD applicant whose investigation seeks to increase our awareness of human motor management and robotics. His function aims to advance rehabilitation technologies and prosthetic equipment, as well as make improvements to robot dexterity. His prior work has yielded beneficial insights into the human capacity to extract facts entirely from visual shows. Specially, he demonstrated humans’ ability to estimate stiffness primarily based only on the visual observation of movement. These insights could advance the improvement of computer software apps with the identical functionality (e.g., making use of equipment studying solutions applied to online video knowledge) and may perhaps help roboticists to produce improved movement manage these kinds of that a robot’s intention is perceivable by people. An Accenture Fellowship will enable West to go on this function, as very well as new investigations into the performance of the human hand to aid in the style of a prosthetic hand that better replicates human dexterity. By advancing understandings of human bio- and neuro-mechanics, West’s do the job has the likely to guidance important improvements in robotics and rehabilitation technologies, with profound impacts on human well being and well-being.