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WarmHub
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Building the infrastructure that makes trust shareable, verifiable, and composable
Reposted by WarmHub
New podcast alert! 🎧 Hear @kristenratan.bsky.social on the Enago Academy podcast talking research collaboration, sustainable infrastructure, and the future of #scholcomm

bit.ly/432pnaQ

#openaccess #openscience #scisky #openresearch #oaweek #openaccessweek
October 29, 2025 at 2:44 PM
LLMs aren’t trained to be right; they’re trained to sound right.

At WarmHub, we move beyond the guesswork with infrastructure that deploys intelligence efficiently & effectively to help identify uncertainty, reduce it, & make decisions you can trust.

www.science.org/content/arti...
@science.org
AI hallucinates because it’s trained to fake answers it doesn’t know
Teaching chatbots to say “I don’t know” could curb hallucinations. It could also break AI’s business model
www.science.org
October 30, 2025 at 7:22 PM
Can we measure trust in scientific publications? 🤔

@jacoates.bsky.social explores this critical question
blogs.lse.ac.uk/impactofsoci...

We believe the answer is a resounding yes—and that it's foundational to science.

Read more on our vision- link in comments.

#TrustInScience #OpenScience
Can we measure trust in scientific publications? - Impact of Social Sciences
Jonathon Alexis Coates outlines how a constellation of static and dynamic indicators could provide a means for assessing the trustworthiness of published research
blogs.lse.ac.uk
September 4, 2025 at 8:40 PM
Great guide from Andrey Anikin on evaluating research. Science needs more than peer review—it needs transparent, reproducible, and verifiable evidence. At WarmHub, we’re building the infrastructure to make trust in research scalable reusable, & composable.

link.springer.com/article/10.3...
Can I trust this paper? - Psychonomic Bulletin & Review
After a decade of data falsification scandals and replication failures in psychology and related empirical disciplines, there are urgent calls for open science and structural reform in the publishing ...
link.springer.com
August 7, 2025 at 1:39 PM
Reposted by WarmHub
Want to give input to help your fellow scientists?

We’ve updated our list of preprints in need of feedback: bit.ly/preprintrequests

We’re having our own preprint commenting event next Friday. We’ll consider reading your work if you add it to the list: bit.ly/submitpreprint
July 22, 2025 at 6:16 PM
Great read @pracheeac.bsky.social @mbeisen.bsky.social
on urgency for change thescientistpapers.substack.com/p/the-moment...

At WarmHub, we’re building infrastructure to make trust in research transparent, verifiable, & scalable—addressing publishing challenges head on. More on our vision 👇
The moment to fix science has arrived
American science is reeling amidst a barrage of grant cancellations, funding delays, attacks on leading universities, cuts in Federal research staff, and the general devaluation of scientific expertis...
thescientistpapers.substack.com
July 15, 2025 at 2:00 PM
The scientific publishing landscape needs to change. @sciencecouncil.bsky.social calls for open access, rigorous peer review, & dynamic systems. At WarmHub, we're creating the infrastructure for transparency & reliability in research. It's time to transform the ecosystem! #TrustInScience #WarmHub
To serve their vital role in the research ecosystem, publishers should follow these eight principles - International Science Council
This article was originally published by Katina. In it, Geoffrey Boulton discusses the importance of open access, peer review and accountability in scientific publishing.
council.science
July 2, 2025 at 4:04 PM
Excited to see this move from @nature.com towards building trust and transparency in science! 👏 #Trust #Science
June 18, 2025 at 3:38 PM
Trust starts with transparency. FAIR data repositories ensure data is Findable, Accessible, Interoperable, & Reusable—key to innovation. At WarmHub, we’re creating scalable trust infrastructure to amplify these principles.
#FAIRData #TrustInfrastructure #ComposableTrust
ow.ly/OIuQ50W3mNq
The fair principles: Trusting in fair data repositories
Andy Götz, ESRF data manager and PaNOSC coordinator, discusses the impact of applying the FAIR principles to research data
ow.ly
June 4, 2025 at 1:09 PM
"Software provenance ensures we know where our software comes from, what it contains, & how it was built, so we can trust it." Eric Rescorla

Timely reminder on the importance of trust & transparency in today’s complex software ecosystems.
educatedguesswork.org/posts/ensuri...
#Trust #OpenSource
Why it's hard to trust software, but you mostly have to anyway
educatedguesswork.org
May 27, 2025 at 2:15 PM
Ever wondered how to improve AI reliability? Read this analysis by Intercom analysis on Agency-Control-Reliability tradeoff in customer support. Reminds us of the need for building scalable trust infrastructure to ensure AI systems are dependable.
fin.ai/research/age...
#TrustInfrastructure #WarmHub
The Agency, Control, Reliability (ACR) Tradeoff for Agents
We experiment with the strategy of developing composable AI agents with slightly tempered autonomy. The resulting agent exhibits vastly improved reliability, and performance.
fin.ai
May 22, 2025 at 1:05 PM
Open source software is transforming app development, but how can we trust it, especially in security-minded application?

Recent Harvard Business School paper emphasizes that ensuring reliability is critical.

Read more: ow.ly/cWE650VOY3Y #Trust #Innovation # #WarmHub
May 14, 2025 at 12:25 PM
In a world where information flows faster than ever, the value of trust & reputation is critical.

This article explores how we're transitioning from an information-centric society to one where reputation reigns supreme.

Check it out: aeon.co/ideas/say-go...
#Trust #Reputation #WarmHub
Say goodbye to the information age: it’s all about reputation now | Aeon Ideas
In the reputation age, we should rank the quality of information not by its the content but by the agenda of its source
aeon.co
May 6, 2025 at 12:05 PM