2026 UC Open: Day 2
Conference information/Schedule
Introductions
2025 UC OSPO Survey
Virginia Scarlett, UCSB Library
- OSS important for learning and research
- Large body of research invisible to the university
- Challenges
- Time: writing documentation
- Solutions
- Funding: provide grants for sustainability
- OSS contributors feel work is invisible
- People are motivated beyond just their resources
- Dataset recently published
Community information
Laura Langdon, UC OSPO Network
- Resources from here
- Finding collaborators or projects at other campuses
- Documentation, repo scaffolding, community best practices
- more
- UC OSPO connects people across department lines
- Tools from ucospo.net
- ORB (repo browser)
- OSSPREY (sustainability forcasting)
- Repo templates
- Services
Takeaways:
- Time/documentation writing is a shared challenge
- The UC OSPO network is a useful resource (licenses, citations, community)
- Additional software tools for projects
Influence of AI on Open Source and Open Scholarships
Fernando Perez (Berkeley)
- Doctors investigating cancer had demonstrated loss in skill after 3 months of using AI tool
- Companies are interested in foundations as neutral spaces for advancing shared tools
Sahiba (Berkeley)
- Business school
- Use AI as a tool to achieve research goals
- Seeing contributors getting banned for not disclosing AI
Marit (Davis)
- Language instructor
- Interested in using AI for research
- IT challenges for infrastructure
Tara (UCSC, MongoDB)
- Actively hostile against AI
- By locking down AI contributions, lead to forks
- People will take the easiest path
- Worked on the movie WALLE
Takeaways:
- Every field is computer science/data science
- AI is a “quick” coding tool to achieve high level goals
- AI is a tool that requires technical skills to understand the low level
- (Example) writing, no benefit from AI writing as they have the skills
- National Research platform (NRP) is a federal resource that hosts AI models
- Have other resources beyond models, looks like generic k8s infrastructure
- link
Breakout: Building Open Source and Open Science Ecosystems
The OCUDU Blueprint
Ranny Haiby, Linux Foundation
- Four core factors
- Neutrality
- IP Clarify
- Open Governance Do-ocracy
- Financial support ecosystem
- Open source definitions of cellular infrastructure
- Came from DOD to make resilient infrastructure
- Created foundation to handle specification
- Future DOD bids will require use of OCUDU
- Created platform to match academics with industry
Open Science Assistant (OSA): An Easy-to-Onboard AI Chatbot for Open Source Research Projects
Seyed Yahya Shirazi, UCSD
- Structures for data sharing with AI
- Open source research is underfunded
- Shared tools for open source collectives
- Goal: precise, citation-backed answer from AI assistants
- *Can build a live FAQ from historical discussions
- link
Using Continuous Integration to Ensure Accessible Experiences
Rebecca and Silas Santini, UCSB
- Building a github action system for ensure accessibility of course website
- Leveraging open source principles in managing course websites
- tool for accessibility
- Essentially a linter for accessibility
- Has a github action that can be used on any website
- github/berkeley-cdss/berkeley-class-site/
Takeaways
- There is an open source ecosystem with many tools used to maintain projects
Breakout: Open Source Tools for Public Benefit
Missed first two talks since I was presenting.
Building Tools for Police Accountability
Tarak Shah, Berkeley, BIDS
- Data on police misconduct
- State law for transparency and accountability in police
- Fight back from police unions
- Documents being destroyed after record keeping is up
- Biggest group of users is lawyers
- 20 TB of unstructured data
- Good reference for a lot of data science problems
- Segmentation
- Linking files
Communication Tools for Breaking Up with the Surveillance State
Robin Riley, Open Chapters
- Matrix
- Seen adoption more in Euro
- Linux foundation
- Mostly organizations
- Signal
- Similar to texting
- More individual
- Weakpoints
- Software keyboards/notifications are weakpoints
- Multi-client setups
- Can’t beat surveillance without going mainstream
- As adoption goes up, risk goes down
- Improvements needed for security
- Governance
- Funding
- Peer-to-peer
- Mesh networking
Keynote: Open Source AI and Public Sphere: Two Paradoxes
Kevin Esterling, UCR
- Poli sci major
- Majority of people make use of closed source models
- Two paradoxes
- AI enhances deliberation to induct reasoning even if the model is closed source
- AI undermines deliberation to replace reasoning even if the model is open source
- Open/close source models does not matter
- Polis: Open source platform to find common ground on complex issues
- Uses claude under the hood
- Foster community discussion
- Habermas Machine (Michael Tesler)
- Academic publication
- Uses Chinchilla LLM
- Fosters community discussion
- Prytaneum
- Uses Gemini
- Developed by the speaker
- Webinar platform to extract engagement
- Audit LLMs to meet normative standards