Multimodal large language models (MLLMs) can connect visualization patterns to external causes, consequences, and domain knowledge, but the evidential basis of these interpretations is often unclear. We present an exploratory study of 102 visualizations from four sources, three MLLMs, and four input conditions that var...
I. Eliza, Md Dilshadur Rahman· arXiv.org· 0 citations
The need to design for the quality of the residual soundscape, balance user control with interaction demands, and support guided, interpretable personalization is highlighted.
Jeremy Zhengqi Huang, Emani Hicks, Sidharth et al.· 0 citations
Audo-Sight is presented, an AI-driven assistive system that spans across Edge-Cloud continuum and enables BLV individuals to perceive their surroundings through voice-based conversation and provides low-latency, accurate, and human-friendly responses through a novel mechanism that seamlessly fuses Edge and Cloud respon...
J. Bradshaw, Mohsen Riahi Alam, Bhanuja Ainary et al.· 1 citation
This paper developed JobMate, a prototype featuring agents that have personas built upon peers' posts and follow the self-determination theory to converse with users, and discusses design implications for combining authentic peer experiences with generative AI in career exploration.
Peng-Ping Tan, Bao-Quan Zhao, Shuai Ma et al.· 0 citations
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PhysDox is introduced, a physical feasibility auditing benchmark for biomedical protocols comprising a 683-sample expert-curated Gold set and a 5,000-sample Silver set across six sensing domains, demonstrating that protocol auditing demands calibrated feasibility reasoning rather than factual recall or longer rationale...
He Liu, Boyuan Gu, Shuai Cheng et al.· arXiv.org· 2 citations
Developing a novel research idea is hard. It must be distinct enough from prior work to claim a contribution while also building on it. This requires iteratively reviewing literature and refining an idea based on what a researcher reads; yet when an idea changes, the literature that matters often changes with it. Most...
Hita Kambhamettu, Bhavana Dalvi Mishra, Andrew Head et al.· 0 citations
AI-powered road surveillance systems are increasingly proposed to monitor infractions such as speeding, phone use, and jaywalking. While these systems promise to enhance safety by discouraging dangerous behaviors, they also raise concerns about privacy, fairness, and potential misuse of personal data. Yet empirical res...
Ziming Wang, Shiwei Yang, Rebecca M. Currano et al.· Proceedings of the 18th Inte...· 1 citation
Post-traumatic stress disorder (PTSD) is associated with sudden, uncontrollable, and intense flashbacks of traumatic memories. Trauma exposure psychotherapy has proven effective in reducing the severity of trauma-related symptoms. It involves controlled recall of traumatic memories to train coping mechanisms for flashb...
Annalisa Degenhard, S. Tschöke, Michael Rietzler et al.· arXiv.org· 2 citations
Talk2Escape is introduced, a proactive and model-agnostic dialogue intervention framework that reframes navigation as a closed-loop interactive process and proves that proactive dialogue drastically improves navigation robustness in physical environments.
Ze-Rui Li, Si-Hao Lin, Yan-Yan Shao et al.· 0 citations
An LLM-assisted workflow that represents baseline and current requirements as triple-based semantic graphs and supports side-by-side comparison of curated graph snapshots and uses visual encoding to highlight structural changes.
K. McFarland, Song-Hui Yue· IEEE International Requireme...· 0 citations
Electrovibration-based tactile feedback is demonstrated to be a viable and effective modality for robot teleoperation, improving operator responsiveness and sense of presence in contact-rich manipulation tasks, with direct applicability to safety-critical domains such as nuclear maintenance.
Alperen Kenan, Juan Jose Garcia Cardenas, Adriana Tapus et al.· 0 citations
A controlled behavioral study of rendered 3D avatars across a pristine condition and fourteen geometric, photometric, temporal, and combined distortions reveals a quality--accuracy dissociation where distortion families affect appearance and communication differently.
Ning-Hsuan Chang, Kai Ma, Yu-Chih Chen· 0 citations
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
MIT News · Artificial Intelligence· news.mit.eduOct 23, 2026
During the School of Humanities, Arts, and Social Sciences’ 75th Anniversary Symposium, President Sally Kornbluth said “MIT has never needed your particular insight and guidance more than we do now.”
MIT News · Artificial Intelligence· news.mit.eduOct 23, 2026
Assistant Professor Benjamin Lindquist studies how engineers deliberately injected randomness into early AI, giving rise to deep-learning models that sometimes hallucinate.
MIT News · Artificial Intelligence· news.mit.eduOct 22, 2026
“X-Hinges” helps design and 3D print items like lamps and gloves with an interactive twist: automatically embedded sensors that perceive and adaptively respond to human contact.
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