So there’s this idea from evolutionary ecology called r/K selection theory. The gist is that many species seem to converge toward one of two extreme survival strategies: swarm or tank.
Ecosystem Mapping — Open Tech Strategies | Blog
All the power of open source comes from throwing in with your neighbors, even the neighbors you don't like very much. For most projects, the main reason to get involved in open source is to create productive relations with as many participants as possible, including rivals. Doing this well requires understanding who is in your ecosystem and how they relate to each other.
Evolution strategies as a scalable alternative to reinforcement learning
We’ve discovered that evolution strategies (ES), an optimization technique that’s been known for decades, rivals the performance of standard reinforcement learning (RL) techniques on modern RL benchmarks (e.g. Atari/MuJoCo), while overcoming many of RL’s inconveniences.
Networked Cooperative Ecosystems
Research TeamAndi Argast (Researcher), Nick Houde (Researcher), Dana Salama, (Researcher & Designer), Samuel Young (Network Mapping), Rithikha Rajamohan (Research Lead).
About | Open Source Ecology
The mission of Open Source Ecology (OSE) is to create the open source economy. An open source, libre economy is an efficient economy which increases innovation by open collaboration. To get there, OSE is currently developing a set of open source blueprints for the Global Village Construction Set (GVCS) – a set of the 50 most important machines that it takes for modern life to exist – everything from a tractor, to an oven, to a circuit maker.
Complexity is a source of income in open source ecosystems | R-bloggers
I am someone who regularly uses R, and my interest in programming languages means that on a semi-regular basis spend time reading blog posts about the language. Over the last year, or so, I had noticed several patterns of behavior, and after reading a recent blog post things started to make sense (the blog post […]
Setting an Open Source Strategy
The majority of companies that use open source understand its business value and identify its advantages in efficiency, flexibility, interoperability, and speed of innovation. Yet only half of these companies report practicing basic open source management, such as community development, code maintenance, and the like, according to the latest Future of Open Source survey.
OpenAI launches AI model GPT-Rosalind for life sciences research
OpenAI on Thursday introduced an artificial intelligence model touting increased biology knowledge and scientific research capabilities, as the startup deepens its push into the life sciences field.
Strategy in four worlds
Different environments require different survival strategies
loukesio/ltc-color-palettes
Artistic and nature-inspired colour palettes for R, on CRAN as 'ltc'. Curated for clarity and impact in scientific figures.
Mapping Your Ecosystem (and Its Saboteurs)
Naming everyone in your open-source ecosystem—both competitors and colleagues—and following where value flows.
Linking the world's research to the code it runs on - OpenAlex blog
Research relies on software. Software written by scientists, for science, runs through the entire modern research stack: NumPy and SciPy, R and ggplot2, Jupyter, BLAST, ImageJ, AlphaFold. Yet in the scholarly record, that software is nearly invisible. Software is not usually cited formally in publications and is usually just mentioned in the text, which means […]
Observ.ing - Observe nature. Own your data.
A decentralized platform for biodiversity observations, built on the AT Protocol.
Did you know you can search for R packages by what they do, as opposed to just their names? Look! 👉🏼 rwarehouse.netlify.app @kylieainslie.bsky.social made The Warehouse for just this purpose. Send it to a new R programmer today ❤️ because it's the resource we all wish we'd had at some point #rstats
Open discoverability and curation
Content around discoverability and curation in open ecosystems
AI for Science Curation
AI for Science Curation
