diff --git a/2026-ohbm-ossig/ossig-ai-workflows.md b/2026-ohbm-ossig/ossig-ai-workflows.md new file mode 100644 index 0000000..3201857 --- /dev/null +++ b/2026-ohbm-ossig/ossig-ai-workflows.md @@ -0,0 +1,71 @@ +# OHBM 2026 OSR Emergent Session Submission + +for submission https://forms.office.com/r/W9WNfcSczF + +## 1. What is the proposed title of your emergent session? + +AI-Assisted Scientific Workflows: From Coding to Data Analytics -- A Pragmatic Exchange + +## 2. Who are you and what is your affiliation? + +Yaroslav O. Halchenko, Center for Open Neuroscience, Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA + +## 3. What is a good email address to contact you? + +yoh@dartmouth.edu + +## 4. Please provide a short description of the session and what you hope to achieve. + +_Address how you're incorporating multiple perspectives._ + +AI coding assistants and agentic tools are rapidly reshaping how researchers write code, analyze data, and manage scientific workflows. Yet adoption varies widely -- especially in the European research community, where concerns about data privacy, reproducibility, and over-reliance on AI are (rightly) prominent. This emergent session aims to bridge that gap through a pragmatic, experience-driven exchange rather than a one-directional talk. + +**What we will cover:** + +- **The AI coding maturity ladder** -- from simple chat-based prompting to in-the-loop agentic coding and multi-agent orchestration. Where are you, and what does the next step look like? +- **Practical workflows** -- spec-driven development, reusable skill/command libraries, guard rails (hooks, sandboxing), and how these patterns apply not just to software engineering but to data analytics pipelines in neuroimaging. +- **Reusable tools and frameworks** -- existing open collections of AI coding skills (e.g., con/skills), AI-ready digital artifact archival (con/serve, YODA principles), and how to compose them into everyday research practice. +- **Challenges and honest limitations** -- when AI assistance hurts rather than helps, the "doom loop" trap, context engineering pitfalls, and strategies for responsible adoption. + +**Multiple perspectives:** We explicitly invite participants from different career stages (students to PIs), technical backgrounds (occasional scripters to software engineers), and attitudes toward AI (enthusiasts and skeptics alike). The session is designed as a moderated discussion where European and international perspectives on data governance, reproducibility, and ethical AI use are central -- not afterthoughts. Building on themes from last year's OHBM OSR emergent sessions on open-source tools and reproducibility, we aim to move past hype and toward actionable, community-validated practices. + +**What we hope to achieve:** + +1. Participants leave with at least one concrete technique they can try in their next project. +2. A shared understanding of the maturity spectrum -- so researchers can self-assess and plan their learning path. +3. Seed a community of practice around AI-assisted scientific workflows within the OHBM/OSSIG ecosystem. + +## 5. Please provide links to any relevant materials + +- Talk slides "A few words of intro into AI assisted coding" (CA Origami Retreat 2026): https://datasets.datalad.org/centerforopenneuroscience/talks/2026-ca-origami-retreat-aicoding.html +- con/serve -- digital research artifact archival: https://con.github.io/serve/ +- con/skills -- reusable Claude Code skills collection: https://github.com/con/skills/ +- con/yolo -- sandboxed agentic coding: https://github.com/con/yolo +- AI coding maturity ladder (Jo Van Eyck): https://www.youtube.com/watch?v=6W_-YWHKwZ4 +- Context engineering guide (Anthropic): https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents + +## 6. Which time slots work for you? (Please select all that apply) + +TODO: Select based on your schedule. Available slots: +- [ ] June 17th (Wednesday), 8:00am-9:00am +- [ ] June 17th (Wednesday), 1:45pm-2:45pm +- [ ] June 18th (Thursday), 9:15am-10:15am +- [ ] June 18th (Thursday), 11:15am-12:15pm +- [ ] June 18th (Thursday), 12:30pm-1:30pm +- [ ] June 18th (Thursday), 1:45pm-2:45pm + +## 7. Recording and streaming volunteer (Name, email address) + +_(Optional -- leave blank or fill in if you have a volunteer)_ + +## 8. Agreement to Code of Conduct + +[x] I agree to follow OSR's Code of Conduct + +## 9. Agreement to Recording and Dissemination + +[x] I agree to record and disseminate this session on YouTube + +## 10. Agreement to be included in the proceedings + +[x] I agree to be included in the proceedings