







Integrating open and reproducible science into higher education
Center for Open Science
At the Center for Open Science, our mission is to increase openness, integrity, and reproducibility of scholarly research. Promoting these practices within the research funding and publishing communities accelerates scientific progress


Continuous Science Foundation | Transform Science Together—Get Involved
Explore how the Continuous Science Foundation promotes open, continuous, and collaborative scientific research through innovative tools, standards, and community support.
Open Science Needs Open Compute
Why independent science will depend on compute, not just funding, and why providing it is the best bet we can currently make.

Open Science Needs Open Compute
Why independent science will depend on compute, not just funding, and why providing it is the best bet we can currently make.

Mixture of Experts Explained
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
ATScience 2026
A full-day exploration of AT Protocol for science, education, and open knowledge. A side event to AtmosphereConf 2026 @ Vancouver, March 27, 2026

Science is open software
TL;DR I claim that modern science is synonymous with open source software. This post explains why, why it matters, and what you can (and should) do next. Why do you care about (open source) software? - Everyone I spend a lot of my time working on software. I have been asked why software matters more times than I can remember. Software is, people say, not science. It’s a time sink, something to rush past in the pursuit of what really matters: results (and papers if you’re in academia).
Home | Bellingcat's Online Investigation Toolkit
A toolkit for open source researchers

ATScience 2026 Agenda - ATScience Notes
Join us for a full-day of scientific explorations on the AT Protocol
The Scientific Contribution Graph: Automated Literature-based Technological Roadmapping at Scale
Sir Isaac Newton famously wrote, “If I have seen further, it is by standing on the shoulders of giants”. Scientific contributions are rarely developed in isolation, but build upon prior contributions, such as problem framings, experimental methods, and empirical findings. Understanding these prerequisite relationships is important for studying scientific progress, and for automated scientific discovery systems that must reason about which existing capabilities can be used to develop new ones (e.g. Lu et al., 2024; Jansen et al., 2025b; Baek et al., 2025).
Now Hiring: Senior Open Source Maintainer
A rare opportunity to make a real impact in a fast-paced, high-visibility role.

Natural science
Natural science or empirical science is a branch of science concerned with the description, understanding, and prediction of natural phenomena, based on empirical evidence from observation and experimentation. Mechanisms such as peer review and reproducibility of findings are used to try to ensure the validity of scientific advances.
Researchers published in NEJM about using OpenAI’s o3 DeepResearch to discover strong leads in 18 previously unsolved rare diseases o3 produced *explanations* of old lab results (not diagnoses), which researchers vetted and took to the lab AI is not just a black box openai.com/index/diagnose-rare-childhood…
Using AI to help physicians diagnose rare genetic diseases affecting children
openai.com