Sep 2026· Zenodo (CERN European Organization for Nuclear Research)· 0 citations· 16 references
Computer Science
TL;DR
Tact, a browser-based pipeline that converts a spoken or typed story idea into printable braille with a matching raised tactile illustration, without an account or mandatory cost and with an offline-capable path is presented.
Abstract
Braille literacy among blind school-age children has fallen sharply, in part because producing illustrated braille pages still requires specialized software and trained labor. We present Tact, a browser-based pipeline that converts a spoken or typed story idea into printable braille with a matching raised tactile illustration, without an account or mandatory cost and with an offline-capable path. The paper documents the engineering history of the system: its sighted-operator ethical model; hardware rationale for consumer fused-deposition modeling; physical braille geometry and printer calibration; local, hosted, and fallback language-model paths; a deterministic Grade 1 braille translator; verified page layout and pagination; a 93-shape hand-drawn tactile illustration library; and synthesized sound design for a voice-first interface. We report engineering verification, ethical commitments, limitations, and the work required before the system is ready for real blind and low-vision readers.
The design and functional validation of a Raspberry Pi 4-based Grade 1 Braille notetaker developed as an extension to the UTM eBraille platform demonstrate that a state-based multimodal interface can combine essential note editing and file management on an embedded Braille platform.
S. M. Saad, Nian-Si-En Tan· International journal of res...· 0 citations
This paper describes the creation of a low-cost Braille printer using readily available components and open-source software. Existing Braille printers are expensive for many visually impaired individuals, particularly those with limited economic resources. This project aims to address this issue by providing both a fun...
Sendey Vera-González, B. Véliz, Lidice Haz et al.· Journal of Applied Research...· 0 citations
Interactive Whiteboards (IWBs) demonstrably improve student engagement and learning outcomes, yet their cost ($1,500–$5,000 per unit) renders them inaccessible to the majority of schools in resource-constrained regions. We present ShadowBoard, a fully implemented, hardware-free interactive whiteboard system operating o...
H. N. Jithun Methusahan, H. Wickramarathna· Moratuwa Engineering Researc...· 0 citations
A typography-focused benchmark of 12 tasks grounded in a layered-composition corpus of 989 real-world design templates and 2,568 text elements is introduced to quantify how well future design partners can perceive, reproduce, and manipulate the ty-pographic layer designers care about most.
Jaejung Seol, Elad Hirsch, Hao-Nan Zhu et al.· 0 citations
Results support the Tool-Call Scaffold Hypothesis: in current thinking-with-images distributions, the active signal is the structured text emitted at tool-call time; the returned image is a redundant carrier.
Jiahao Shao, Yuanbo Yang, Yi-Yi Liao et al.· 3 citations
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.eduSep 30, 2026
Able to defeat top-ranked human players and more efficient than other models, the new system could help decision-makers in military maneuvers or business negotiations.