@czastudil.bsky.social
Ph.D. student @ Temple University HCI Lab 🦉 Focused on assistive technology and HCI JMU CS alum 🐶 Fiber arts fanatic 🧶 Go birds, go phils
Thank you! 😄
27.10.2025 22:46 — 👍 1 🔁 0 💬 0 📌 0
Based on our findings, if genAI is used at all in this context, collaboration between HCI experts, speech-language pathologists, & VSD users is needed to design effective guardrails to mitigate negative impacts of using genAI as a design partner in VSDs.
📄Read more here: tinyurl.com/2uz25u83
A stacked violin plot which describes the homogeneity of VSDs configured with Snap Scene (on the top, in gray) and our prototype (on the bottom, in blue). The Snap Scene VSDs were significantly less homogeneous than the VSDs made with our prototype. The median divergence (i.e., how different a VSD is from the "average" VSD) for Snap Scene and our prototype were 0.46 and 0.39, respectively. There were two outliers for the prototype divergence, approximately 0.55 and 0.6.
However, we also observed homogenization of the VSDs configured with our prototype. VSDs work because they are personally relevant and tailored to users’ specific needs & interests, and it’s problematic if integrating genAI in to VSDs inadvertently limits communication when the goal is to expand it.
27.10.2025 22:20 — 👍 1 🔁 0 💬 1 📌 0
A stacked violin chart visualization with overlaid boxplots describing participants' self-reported confidence in the VSDs they made across condition. Participants responded to two Likert-scale questions from "Not at all confident" to "Extremely confident" (from 1 to 5). The Snap Scene condition is displayed on the top in gray. The prototype condition is displayed on the bottom in blue. The median confidence for both conditions was 3. The maximum confidence for Snap Scene and the prototype were 4 and 5, respectively. The minimum confidence for Snap Scene and prototype were 1 and 2, respectively. There were no outliers.
A stacked violin chart visualization with overlaid boxplots describing the distribution of the time it took for participants to configure VSDs using the control software (Snap Scene), shown on top in gray, and our prototype, shown on the bottom in blue. The median time for VSD creation using Snap Scene was 77 seconds and the median for our prototype was 63.5 seconds. The minimum times for creation using Snap Scene and our prototype were 32 seconds and 20 seconds, respectively. The maximum times for creation using Snap Scene and our prototype were 171 seconds and 93 seconds, respectively. There were two outliers for the Snap Scene condition 240 and 250 seconds. There were four outliers for the prototype condition, 124, 134, 173, and 415 seconds.
Integrating genAI into JIT configuration of VSDs can increase communication partners’ efficiency, in terms of time, and positively impact their confidence in the VSDs they configure compared to VSDs they configured with state-of-the-art, off-the-shelf VSD software.
27.10.2025 22:20 — 👍 1 🔁 0 💬 1 📌 0
Displays the three interfaces of the prototype we developed for use on a tablet computer. The first interface is a image uploading or capturing screen. There is a button in the bottom left to upload an image from your device or a button to capture a photo using the device's camera on the middle-right of the screen. The second interface is the editing interface. Across the bottom of the screen, the automatic hotspot suggestions are displayed in a list of boxes. Each hotspot can be selected to either edit the text or draw the hotspot on the image. Each hotspot can be deleted using the 'X' icon in the top right of the hotspot box. At the end of the list of hotspots, users can press a button to manually create a new hotspot. In the top left corner of the screen, users can edit the text of hotspots they have selected. Below the editing box, there are two buttons. One to start over with a new VSD and one to preview the final VSD. In the top right corner, there is a canvas where users can draw hotspots on the image. When a hotspot has been drawn, the border of that hotspot box becomes solid, otherwise it is a dotted line. The final screen of the interface is the preview screen in which users can see the final VSD and interact with hotspots. When hotspots are pressed, a text overlay appears and the hotspot content is played aloud.
We developed a prototype which uses genAI as design partner in VSD configuration to automatically suggest hotspots based on an image provided by communication partners.
27.10.2025 22:20 — 👍 1 🔁 0 💬 1 📌 0I’m at #ASSETS2025 in Denver to present our paper on the impacts of using generative AI to scaffold just-in-time (JIT) configuration of visual scene displays (VSDs) by novice communication partners! You can catch my presentation in Session 5B on Tuesday at 11:15 MDT.
Here are some highlights👇
A table showing 75% cuts to senior researchers, postpone, graduate students, undergraduates, teachers, and youth.
The administration’s vision of science in America is that we do 75% less of it. That means more death, less progress, more ignorance, fewer experts, fewer educated people, all to make billionaires wealthier.
31.05.2025 18:25 — 👍 15 🔁 10 💬 0 📌 0If you're a grad student or an undergrad interested in research I need to you listen to me very carefully.
You cannot learn to write good research papers if you do not read good research papers.
Stop asking LLMs to summarize papers for you.
Our recent work shows how AI is undermining social interactions and eroding learning communities! 😬
1. Help exchanges are now largely mediated by AI
2. Help from AI is replacing support from friends
Students now feel isolated and receive less mentorship, reducing access to the hidden curriculum
Two guys with a cooler drinking bears in eagles jerseys in front of a construction site with the caption "tailgating the sinkhole repair job"
Hope everyone is enjoying this beautiful day in Philly
29.03.2025 18:43 — 👍 2133 🔁 224 💬 42 📌 47It looks a lot like shirring, what is it?
26.12.2024 21:26 — 👍 1 🔁 0 💬 1 📌 0
A small tortoiseshell cat, named Newt, underneath a small faux Christmas tree. Newt is looking up at a gold bag ornament with interest. Newt is sitting on a black and red tree skirt which is placed on a navy blue patterned rug.
Wishing everyone a very happy holidays and restful winter break🎄🎁 Somehow Newt and our tree are coexisting quite peacefully.
22.12.2024 23:37 — 👍 2 🔁 1 💬 0 📌 0
A photo of band, Tucked In, with two guitarists, one bassist, a lead singer, and a drummer performing on a small stage surrounded by holiday decorations and in front of a visual with a palm tree that says “Christmas in Hawaii (in Philadelphia)”
A photo of band, Wallace, with one guitarist, one bassist, a lead singer (also playing guitar), and a drummer performing on a small stage surrounded by holiday decorations and in front of a visual with a palm tree that says “Christmas in Hawaii (in Philadelphia)”
A photo of band, Local Honeymoon, with one guitarists, one bassist, a lead singer (also playing guitar), and a drummer performing on a small stage surrounded by holiday decorations and in front of a visual with a palm tree that says “Christmas in Hawaii (in Philadelphia)”
Fantastic show put on at PhilaMOCA by Tucked In, Wallace, and Local Honeymoon. Supporting local artists is cool!
20.12.2024 03:55 — 👍 4 🔁 1 💬 0 📌 0
