







Experimental tooling to support notebook analysis of polislike data.
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.

Pydata Paris Virtual Meetup June 2021
prime-radiant-inc/engineering-notebook
CLI tool that ingests Claude Code sessions, generates LLM summaries, and serves a browsable engineering journal
The new way we’ll do science
Papers should become human-readable views over a graph of data, tools, results, and certificates.

System: Formalizing Science: From Open Corpus to Computable System
Open access made much of the scientific record openly available. An enormous opportunity now exists to make it computable and systemic.

Keeping your analysis correct: mycelium and scilintr
Coding agents have made data analysis far easier to produce. The hard part now is verifying what comes out. Here’s the scaffolding I built to help.

Gemini-backed Paper Assistant Tool provides automated feedback for theoretical computer scientists at STOC 2026
Vincent Cohen-Addad and David Woodruff, Research Scientists, Google Research, on behalf of the research team

Permissioned Data PDS Lexicons
I wanted to share a first pass of the PDS lexicons for the permissioned data protocol to get some feedback while the paint’s still wet! You can check them out on my working branch: Comparing main...permissioned-data · bluesky-social/atproto · GitHub They’re all under the com.atproto.space namespace: atproto/lexicons/com/atproto/space at permissioned-data · bluesky-social/atproto · GitHub Confidence rating on Lexicons is probably like ~70-80%. Broad strokes, I think the shape is there. Though ...

Great survey of the "scholarly interface design" frontier that also highlights the emerging role of the atproto.science and modular research ecosystems - @chive.pub @paperstarsorg.bsky.social @cosmik.network @semble.so @margin.at @discoursegraphs.bsky.social @curvenote.com and many more!
leotrs
1/ Scholarly publishing spent thirty years arguing about access. It has barely started arguing about what readers do with the paper once they have it. That second argument is turning into a field, forming around how science gets read and judged. Here is the map as I see it: aris.pub/blog/scholarly-interface-desi…

Scuba
MIERUNE/svelte-maplibre-gl
Rich-Harris/pancake
www.npmjs.com

Unovis

Layer Cake

TanStack Table
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

Alljoined | We’re Hiring
Constellation Systems, Inc | LinkedIn
Karavela

Constellation