
The workshop generated multiple ideas on the future places where we could invest and coordinate a movement. We voted and settled on Composable Science.
Composable Science aims to shift from the traditional “article economy” to a system built on modular, granular scientific contributions (e.g., individual figures, results, or code snippets). Each module is:
- Independently reviewed and published as a component or “snackable” research output (e.g. a figure, multiple figures, an idea, hypothesis, claim, or notebook).
- Recomposable into new analyses, papers, or theories—even by researchers outside the original team.
- Transparent and open, enabling faster, reusable, and iterative scientific progress.
- Creditable to all contributors, not just the lead authors.
This model breaks from the current linear publishing system, embracing a networked, decentralized ecosystem of scientific knowledge. It supports multiple contributors, facilitates remixing, and aligns with modern collaboration, team based science and transparency values.
A video on the Composable Science movement, which was the outcome of the workshop. Get involved at csf.now.
Opportunities¶
- Rapid dissemination and iteration¶
- Smaller units mean faster sharing of findings, earlier feedback, and quicker impact.
- Lower barriers for contribution¶
- Even students or early-career researchers can contribute to modular outputs, democratizing access to scientific publishing.
- Enhanced reuse and remixing¶
- Individual figures or results can be reused across multiple contexts and narratives, making science more efficient and impactful.
- Granular expertise in peer review¶
- Reviewers can focus on smaller, specialized components, improving quality and reducing bottlenecks.
- Transparent contribution and credit¶
- Acknowledges diverse roles (e.g., data curation, code, visualization) and enables modular recognition.
- Potential to disrupt traditional publishing models¶
- Shifts incentives and control from journals toward researchers and funders, with reuse as core values.
- Alignment with modern collaboration models¶
- Mirrors approaches in design systems, modular software, and the early web, fostering resilience and creativity.
Challenges¶
- Technical infrastructure¶
- Requires new systems to manage modular outputs, assign DOIs, track provenance, and ensure interoperability.
- Context and provenance tracking¶
- Needs robust metadata standards to maintain context and trace contributions across compositions.
- Cultural shift¶
- Overcoming entrenched norms about publication, authorship, and reuse may meet resistance in academia and publishing.
- Incentives and recognition¶
- Current systems reward complete articles and high-impact journals; transitioning to modular credit systems requires funder and institutional buy-in.
- Risk of hijacking by traditional publishers¶
- Large publishers might co-opt the system, embedding modularity into paywalls or subscription models.
- Scalability of peer review¶
- Modular review increases the number of items needing review, demanding streamlined processes and incentives for reviewers.
- Community readiness¶
- While some labs already use modular approaches, broader adoption will need significant education, trust-building, and demonstration projects.