Tools for Thought: Understanding, Protecting, and Augmenting Human Cognition with Generative AI—From Vision to Implementation
Authors:
- Zelun Tony ZhangZZZelun Tony Zhang
- Nick von FeltenNFNick von Felten
- Leon ReichertsLRLeon Reicherts
- Lev TankelevitchLTLev Tankelevitch
- Zhitong GuanZGZhitong Guan
- Sean RintelSRSean Rintel
- Yue FuYFYue Fu
- Jessica HeJHJessica He
- Kenneth HolsteinKHKenneth Holstein
- Advait SarkarASAdvait Sarkar
- Gonzalo RamosGRGonzalo Ramos
- Anuschka SchmittASAnuschka Schmitt
Open Access
- 13 April 2026
- conference paper
- Published by Association for Computing Machinery (ACM)
- p. 1-7
Abstract
Building on the first Tools for Thought (TfT) workshop at CHI 2025, we invite researchers, designers, and practitioners to further operationalise approaches for the design, usage, and evaluation of Generative Artificial Intelligence (GenAI) as a TfT. The first goal of the workshop is to put into focus which outcomes a TfT should help people achieve to effectively augment their cognition while avoiding its erosion. Secondly, we will explore how to achieve these outcomes through design and usage strategies. Third, the workshop will also address what a TfT needs for its successful adoption and integration into people’s flow, so that they can benefit from the tools’ potential in their own terms. By focussing on these three research goals, the workshop aims to further develop and advance the multidisciplinary TfT community interested in exploring research frameworks, theories, methods, and approaches to conceptualising, designing, and researching GenAI as a TfT.Keywords
This publication has 15 references indexed in Scilit:
- Generative AI without guardrails can harm learning: Evidence from high school mathematicsProceedings of the National Academy of Sciences, 2025
- Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations2025
- The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers2025
- Tools for Thought: Research and Design for Understanding, Protecting, and Augmenting Human Cognition with Generative AI2025
- Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning2025
- Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performanceBritish Journal of Educational Technology, 2024
- AI Meets the Classroom: When Does ChatGPT Harm Learning?SSRN Electronic Journal, 2024
- AI Should Challenge, Not ObeyCommunications of the ACM, 2024
- Experimental evidence on the productivity effects of generative artificial intelligenceScience, 2023
- Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making2023