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labfolio.bsky.social

@labfolio.bsky.social
4 followers 33 following 20 posts

labfolio.org

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labfolio.bsky.social @labfolio.bsky.social · 29/09/2026
Loving this paper is hard since it's so clearly written with AI (love the irony though). But it does have some good points about the need to enforce structure on top of raw research logs. arxiv.org/abs/2604.24658
arxiv.org
The Last Human-Written Paper: Agent-Native Research Artifacts
Scientific publication compresses a branching, iterative research process into a linear narrative, discarding the majority of what was discovered along the way. This compilation imposes two…
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labfolio.bsky.social @labfolio.bsky.social · 29/09/2026
LabFolio's dashboard for academics releases into beta today! See who's working on what, across your research in Zotero, Google Drive, Dropbox, OneDrive, and GitHub. Sign up for beta access here: forms.gle/ncGVHuwzpLnL...
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labfolio.bsky.social @labfolio.bsky.social · 18/09/2026
Collaborative dashboards are in beta for academic scientists on September 28th! Sign up here for an invite: forms.gle/KBMpaNrtsUxK...
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labfolio.bsky.social @labfolio.bsky.social · 11/09/2026
What's the state-of-the-art right now for nonparametric clustering?
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labfolio.bsky.social @labfolio.bsky.social · 10/09/2026
Suppose an oracle recorded everything leading up to a major scientific discovery -- every technical decision, discussion, action, and artifact. What should make it into the public record, and what should stay private? Is something pertinent only insofar as enabling replication?
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labfolio.bsky.social @labfolio.bsky.social · 09/09/2026
We wrote about how we adapted CRediT from describing scientists’ roles on a project, to describing research artifacts’ roles instead. labfolio.substack.com/p/credit-for...
labfolio.substack.com
CRediT for artifacts
Taxonomies — they’re not just for people anymore
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labfolio.bsky.social @labfolio.bsky.social · 05/09/2026
If you're an academic using Claude/Codex/etc., you can use our MCP today to organize and pull in your work across Google Drive, OneDrive, Dropbox, Zotero, and GitHub. Reply or DM for a beta invite!
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labfolio.bsky.social @labfolio.bsky.social · 04/09/2026
Working through the long, new DeepMind paper that uses Gemini for closed-loop research. Assuming there's no single AI-lab setup everyone converges on, what's the right granularity of a "research log" that keeps science interpretable, replicable, and trustworthy? www.alphaxiv.org/pdf/2608.26701
alphaxiv.org
Accelerating Scientific Research with Gemini in the Real-World
Google DeepMind's Co-Scientist, a Gemini-based multi-agent system, transitions from *in silico* hypothesis generation to an execution-grounded research partner, demonstrating closed-loop scientific...
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labfolio.bsky.social @labfolio.bsky.social · 03/09/2026
How does the metascience community think about the Contribution Roles Taxonomy (CRediT), in use at various prominent publishers? Is it any good? Does it miss any big categories of work? www.elsevier.com/researcher/a...
credit.niso.org
CRediT
Contributor Role Taxonomy
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labfolio.bsky.social @labfolio.bsky.social · 02/09/2026
Just learned about ASTRA from @lightconeresearch.bsky.social , which is trying to formalize a yaml for methodological choices. Hard to say what will catch on, but broadly we want to see more automated ways to open up the day-to-day scientific process like this! astra-spec.org/latest/
astra-spec.org
ASTRA - ASTRA
ASTRA — Agentic Schema for Transparent Research Analysis.
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labfolio.bsky.social @labfolio.bsky.social · 31/08/2026
How can we automate open science? And how can we make it financially sustainable? Some reflections following the OSF news: labfolio.substack.com/p/automating...
labfolio.substack.com
Automating Open Science
And making it financially sustainable
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labfolio.bsky.social @labfolio.bsky.social · 29/08/2026
🔍️ Unified search across your scientific work -- reply below for a beta invite!
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labfolio.bsky.social @labfolio.bsky.social · 28/08/2026
Sad news this month that OSF is largely on a deprecation path. Their mission remains ambitious, inspiring, and relevant; we'll do our part to make more progress: "Our animating vision was expansive: to build the 'connective tissue' for cumulative, transparent science." www.cos.io/blog/osf-cha...
cos.io
OSF Changes: A Note to Users
The Center for Open Science announced a significant change to the Open Science Framework (OSF). This post shares what led to the change, implications, and what's next.
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labfolio.bsky.social @labfolio.bsky.social · 27/08/2026
Short note from Abundance and Growth Blog on AI peer review, with Refine partnering officially with the AEA and the Econometric Society. Getting the right division of labor here will be tricky, especially in equilibrium as Jordan Dworkin notes. www.abundanceandgrowth.org/p/ai-peer-re...
open.substack.com
AI peer review goes pro
A what we're reading spotlight
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labfolio.bsky.social @labfolio.bsky.social · 26/08/2026
Been going back to this December 2025 paper from Dashun Wang et al., which nicely anticipates rising interest in "autoresearch." With so many subtasks newly automatable, there's a lot to consider about how best to reconfigure the "factory floor," and what's at stake. www.nature.com/articles/s43...
nature.com
SciSciGPT: advancing human–AI collaboration in the science of science - Nature Computational Science
SciSciGPT is an open-source prototype AI collaborator that explores the use of LLM research tools to automate workflows, support diverse analytical approaches and enhance reproducibility in the…
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labfolio.bsky.social @labfolio.bsky.social · 25/08/2026
The first thing we did as a nonprofit was to write our own obituary. No better way to begin than to imagine the end! labfolio.substack.com/p/writing-ou...
labfolio.substack.com
Writing Our Own Obituary
Starting our nonprofit at the end
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labfolio.bsky.social @labfolio.bsky.social · 22/08/2026
Our first tool release is available in beta! Use our MCP tools to sync files across [Zotero, GitHub, Dropbox, Google Drive, OneDrive], and answer questions like "Did we address all of those reviewer comments yet?" Reply here or DM us for a beta invite!
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labfolio.bsky.social @labfolio.bsky.social · 21/08/2026
Last month's Analogue Press post ("Studying Inquiry") lists a huge number of topics for metascience study. A good reminder how much there is left to learn about the process of science, itself. analogue.press/p/studying-i...
analogue.press
Studying Inquiry
Ideas for Metascience Experiments
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labfolio.bsky.social @labfolio.bsky.social · 20/08/2026
Hello world! We're a new nonprofit dedicated to advancing scientific productivity, and we're excited to share some new tools for scientists and research groups soon. Learn more about what we're working on here: labfolio.org/about
labfolio.org
LabFolio
The most complete and granular data collection of scientist activities and the platform to share and collaborate with other scientists.
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