generative ai

Designing the dash in Human–AI Collaboration: A Redesign Probe for Working with Tensions in Care Documentation Practices

An empirical account of how professional judgment is negotiated through AI-generated representations is contributed and a redesign probe is introduced as a way to engage with AI integration in practice.

Professional Creative Writers’ Perspectives on Writing in the Age of GenAI: Emerging Practices and Tensions

Creative writers are under growing pressure to adapt to generative AI (genAI), which affords efficiency gains but may disrupt established notions of authorship, originality, and craft. To examine this tension, we conducted a qualitative online survey with Finnish professional writers (n=52), including book authors, scr...

Asemic: Designing and Evaluating a Creativity Support Tool for Exploring Form Languages

Insight into agency and roles in generative human-computer interaction, articulate form languages as constructs for designing generative systems, and implications for creativity support tools to empower users as explorers of possibility spaces are contributed.

Understanding the Imagined City: Exploring How Decision-Makers Can Make Sense of Citizens AI Generated Urban Imaginaries in Citizen Engagement

Imp implications for identifying when and how urban imaginaries can be meaningfully integrated into participatory urban planning are outlined and aim to support decision-makers in understanding citizens’ needs and translating their visions into meaningful action.

Designing Constrained AI Assistance for Novice Programmers: Tensions and Hypotheses from a JupyterLab Hint System

A design case study of a JupyterLab addon that delivers Socratic hints instead of direct answers, and six design hypotheses for developers of constrained AI programming assistants, addressing hint escalation, selective dialogue, context granularity, vocabulary calibration, onboarding transparency, and difficulty-aware...

The Human Instructor Is Gone - What If We Cast GenAI for the Role?

As the technical ease of deploying Generative AI (GenAI) has led to its rapid adoption in healthcare training workflows, a critical gap has emerged in understanding how it reconfigures key aspects of work practice; e.g., instructional authority, responsibility, and interpretation in CPR training. In this speculative st...

Likeness Notes: An AI-Realized Concept Album as a Field Experiment in Declared Intent, Cybernetic Workflows, and Methodology

Likeness Notes Synopsis Likeness is an independent, thirteen-track Indie Folk concept album realized entirely through multimodal generative artificial intelligence (Google Gemini 3 and Lyria 3), accompanied by an exhaustive monograph. Rather than treating artificial intelligence as a push-button novelty or a tool for a...

Sharp and Growing Linear-Excess Inverse Theorems for Sets with Few Subset Sums

Let A be an n-element set of positive real numbers and let FS(A) denote its subset sums, including the empty sum. Put T_n = n(n+1)/2. We prove a sharp and growing inverse theory around the minimum T_n + 1. For every fixed integer C ≥ −1, Chen’s eventual fixed-defect classification at |FS(A)| ≤ T_n + n + C + 1 already h...

Parity Energy and Sharp Relative-Scale Gaps for Sets with Few Subset Sums

For a finite set A of positive integers, let FS(A) denote its subset sums, including the empty sum, and put T_n = n(n+1)/2. This preprint studies how parity and the common scale of the even elements force additional subset sums above the classical minimum T_n + 1.For a mixed-parity n-element set with k odd elements and...

Artificial Intelligence in CPU and ASIC Design: Applications, Design-Space Exploration, and Engineering Constraints

Modern CPU and application-specific integrated circuit (ASIC) development requires engineers to search large design spaces while satisfying power, performance, area, timing, and correctness constraints. Artificial intelligence (AI) is increasingly being integrated into electronic design automation (EDA) to accelerate p...

Generative AI and Trust: Anchoring Adoption in Historical Context

AI-use guidance for term papers, theses and dissertations: rule files, guides and log templates (German/English)

English: (German below) A bilingual (German/English) set of materials for using generative AI in academic term papers, theses and dissertations. A rule file, pasted once into a chat project, turns a general chatbot into a tutor that explains rather than supplies, questions rather than agrees, and declines requests that...