Metascience and Decentralized Science

This page charts the Metascience and Decentralized Science ecosystem. Both fields, overlapping, are rapidly evolving, and this resource will attempt to mirror this. For contact, send me an email or dm me.

This page builds on other resources: UltraRareBio's ongoing mapping of the DeSci space, Vincent Weisser's DeSci and Metascience resource, Overedge Catalog by Samuel Arbesman, and ResearcHub's DeSci Ecosystem Overview.

I use Metascience akin to Michael Nielsen and Kanjun Qui's broad definition — exploration of new social processes for science. I use DeSci as the space defines it — the use of web3 technologies to develop new infrastructure for next-gen scientific and technological processes.

News

Podcasts, Newsletters & Conferences

Podcasts

Newsletters & Publications

Conferences

Organizations

Think Tanks

Institutes & DARPA-like Organizations

Funders

Focused Research Organizations

Convergent Research

FRO incubator

Artemis

New mammalian models for preclinical research

Bind Research

Disordered proteins as drug targets

E11 Bio

Full-stack brain architecture mapping

Cultivarium

Open-source tools for novel microorganisms

Parallel Squared

High-throughput proteomics & open science

EvE Bio

Mapping the pharmom

LEAN

Lean proof assistant scalability

Forest Neurotech

Ultrasonic whole-brain computer interface

[C]Worthy

Ocean-based CDR modeling & data

Decentralized Autonomous Organizations (DAOs)

MycoDAO

Biotech & health innovation through fungi

Bio.xyz

Fund, develop & govern tokenized scientific IP

AsteriskDAO

Backfilling womxn's non-reproductive health data

Athena DAO

Funding women's health research

Cerebrum DAO

Brain health & neurodegeneration

Cryo DAO

Advancing cryopreservation research

Curetopia

Eradicating rare diseases

Hair DAO

Fixing hair loss for good

Long Covid Labs

Curing Long COVID together

PeptideDAO

Accelerating peptide research

Psy DAO

Psychedelics & mental health research

Quantum Biology DAO

Advancing quantum biology research

ReflexDAO

Health data & scientific discovery ecosystem

SpineDAO

Accelerating spine care & research

Synapse DAO

Lab to life in half the time

Valley DAO

Synthetic biology research funding

Vita DAO

Tackling aging with global community

Bio

The Deliverome Project

Open-source atlas of cell surface proteins for targeted drug delivery

Publishing

Communities

Data

Ecosystem

bio.xyz

DAO incubator

Tools, Methods, Norms, Heuristics, Practices, Ideas, Visions

Field Building

Institutional Design

Governance

Funding Mechanisms

Research Funding

Quadratic Funding

Fund People, Not Projects

Fund Organizations, Not Projects

Advance Market Commitment

AI Tools for Science

  • Elicit — AI research assistant for literature review, data extraction, and synthesis.
  • Consensus — AI-powered search engine for scientific papers.
  • Semantic Scholar — Free AI-powered research tool built by the Allen Institute for AI.
  • Connected Papers — Visual tool for finding and exploring papers relevant to your field.
  • ResearchRabbit — Paper discovery and literature mapping.
  • Scite — Smart citation analysis showing how papers have been cited in context.
  • Litmaps — Interactive literature maps for tracking research fields over time.
  • OpenAlex — Fully open catalog of the global research system: papers, authors, institutions, topics.
  • PaperQA by FutureHouse — Open-source LLM pipeline for question-answering over scientific literature.
  • Claude as a chemist — Anthropic's work on training Claude to interpret NMR spectra, match specialised software on peak prediction, and deduce molecular structures from experimental data alone.

Technology Roadmaps, Tech Trees & Agenda Setting

Vision Papers

See Michael Nielsen's Working notes on the role of vision papers in basic science. May 28, 2022.

Output

Intellectual Property