







The Zooniverse is the world's largest and most popular platform for people-powered research.
How and When to Involve Crowds in Scientific Research | James Evans
The lone academic in a basement lab is an endangered species. Years ago I asked Paul Ginsparg, who founded arXiv, what features his machine-learning filter used to flag speculative submissions. The top three: single-authored, submitted on a weekend, and heavy citation of Newton and Einstein. Science is a contact sport now. Marion Poetz and Henry Sauermann's How and When to Involve Crowds in Scientific Research (https://lnkd.in/g5pwVbfD) is the field manual. What crowds can do: Volume. Zooniverse mobilizes 2.7 million people to classify galaxies and court records. Galaxy Zoo's co-founder hand-classified 50,000 galaxies in one week before concluding that isolation would break him. Reach. NASA spent years failing to predict solar flares, then broadcast the problem. The winner was a semi-retired radio engineer in rural New Hampshire who swapped satellite data for radio data. Experience. Patients and caregivers asked to generate research questions produced 826 that scientists had missed, including the link between aging and wound healing. Bench-to-bedside runs backward. One caution the book underplays: an open call is not an inclusive one. Participation costs in time, money, and access screen people out. Self-selection can narrow the very diversity that makes crowds thrive. As AI floods the labor supply of routine, homogeneous cognition, human crowds become more valuable, not less. Machines process. People notice what nobody thought to ask. Check out my review @ https://lnkd.in/gkzvWrRC and the book @ https://lnkd.in/g5pwVbfD!
LabFolio
The most complete and granular data collection of scientist activities and the platform to share and collaborate with other scientists.
Empowering science communities with open, democratic, researcher-owned infrastructure.
We’re building communities and tech for publishing, curating, sharing, and discussing research online using ATProto and other decentralized protocols.

Empowering science communities with open, democratic, researcher-owned infrastructure.
We’re building communities and tech for publishing, curating, sharing, and discussing research online using ATProto and other decentralized protocols.

the quintal is open
Introducing quintal: a collective blogging platform on atproto, no algorithm, no metrics, one axolotl mascot. The small internet I always wanted to live in.

Quantum Leap: Google Claims Its New Quantum Computer Provides Evidence That We Live In A Multiverse
Google's quantum computer, Willow, suggests evidence for a multiverse by leveraging computations across parallel universes.
Metaverse Standards Forum Introduces Sneeze, the World's First Open Metaverse Browser Engine
Sneeze enables organizations to deliver spatial services without walled gardens or custom apps, unlocking the future of spatial computing for AI, robotics, and humans.

Scale deep — The Systems Sanctuary
The world calls us to shift our mindsets and values from outdated ways of being and doing rooted in dominance, hierarchy and harmful systems, towards new ways rooted in relationship, collaboration and innovation.

Anthropic's Mythos is a wake up call, but experts say the era of AI-driven hacking is already here | Fortune
Anthropic is limiting access to Mythos, but experts say similar capabilities are already in reach.

Dragoncatcher the blog
Robin Sloan's lab notebook, about media and technology, creative computing, AI aesthetics, & more.

The rise of community-curated knowledge networks
The Internet put thousands of years of human thought at our fingertips, and enabled billions of people to create content. At least 2.5…

CAIROS | Collective Augmented Intelligence for Research & Open Science
We're a cooperative federation of open science projects working towards collectively stewarded research commons.
Fed up with Big Tech, communities turn to data collectives for control
Data collectives and cooperatives, which let creators control the collection and distribution of their data, are emerging as preferred alternatives to big tech companies.

science-live-platform/zotero at main · ScienceLiveHub/science-live-platform
Science Live Platform - Transform research into connected knowledge - ScienceLiveHub/science-live-platform
