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Home | Bellingcat's Online Investigation Toolkit
A toolkit for open source researchers

Semble — A social knowledge network for research
Follow your peers' research trails. Surface and discover new connections. Built on ATProto so you own your data.


Cosmik Lab Notes 001: Semble Alpha - Cosmik Labs
I am ecstatic for this. I'm gonna start using this for tracking reading, research, and references for various projects. It's a bit bare bones while it's in alpha but there are tons of opportunities with this.
Lab Notes #004: Semble Updates - Notifications, Provenance and Indie Integrations - Cosmik Labs
Spreading good attention karma with new Semble notifications and provenance, and some cool indie Semble integrations
datasetpapers — a public research experiment
An experimental approach to versioned, forkable, machine-readable analyses. A prototype, not a product or service.

datasetpapers — a public research experiment
An experimental approach to versioned, forkable, machine-readable analyses. A prototype, not a product or service.

I’ve got a @semble.so Collection of #AI tools I’ve come across specifically for academic research. Most of these Ive tried and found them user-friendly-ish. If you use something not on the list, please share it :) semble.so/profile/rafmbatista.bsky.soci…
AI Tools for Academic Research (by Rafael M Batista) — Semble
semble.soThe research nexus is "a rich and reusable open network of relationships connecting research organisations, people, things, and actions; a scholarly record that the global community can build on forever, for the benefit of society." (crossref.org/documentation/research-nexus/)
Content relevant to MIRA (Modular Interoperable Research Attribution - mira.science)
Widget

Related work | Data Counterfactuals
I’ve got a @semble.so Collection of #AI tools I’ve come across specifically for academic research. Most of these Ive tried and found them…
borgr/ATProto-links-bot
I've been experimenting with a workflow for @semble.so. After I read an article, I send it to Johnson, my PA bot and ask it to use the Sembl…
Check out this thread and contribute your papers if you'd like to share!

Improving scientific mentorship with "Open Labs" — science better
Federating friendly spaces - Roomy
modular research multi-agent slack-like environment demo

Buzz! 🐝

Genspace
On open-science research labs on discord, and getting more people.
Ronen Tamari (@ronentk.me)

Crossmark - Crossref

Crossmark - Crossref
Plaudit · Open endorsements from the academic community

Introducing the Elicit API - Elicit

Alerts | Elicit: Al for scientific research

How Grobid uses Crossref metadata to enrich bibliographic information - Crossref

Schema 5.5 now available: adding CRediT, new record types for blogs and posters, and more - Crossref

Scholarly blogs and their place in the research nexus - Crossref
Rogue Scholar
SemRepo.org

Science discussions of retracted articles on Bluesky: public scrutiny or misinformation spreading?
IOSP 2026 (by ATProto Science) — Semble
MIRA — the structure layer for a shared research graph
Paperclip
Paperclip
FLF’s Epistemic Case Study Competition: Results — LessWrong
Science Works on Twitter / X