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

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

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

The Trust Revolution: Building Infrastructure for Verifiable Certainty in Scientific Research - WarmHub Blog WarmHub is the foundation for a new era defined by verifiable certainty, transforming how science is conducted, shared, and applied.

Read our vision here: warmhub.com/blog/trust-r...

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

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

The Trust Revolution: Building Infrastructure for Verifiable Certainty in Scientific Research - WarmHub Blog WarmHub is the foundation for a new era defined by verifiable certainty, transforming how science is conducted, shared, and applied.

Read our vision here: warmhub.com/blog/trust-r...

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 ...

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...

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

The Trust Revolution: Building Infrastructure for Verifiable Certainty in Scientific Research - WarmHub Blog WarmHub is the foundation for a new era defined by verifiable certainty, transforming how science is conducted, shared, and applied.

warmhub.com/blog/trust-r...

#TrustInScience #TrustRevolution

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...

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 Trust Revolution: Building Infrastructure for Verifiable Certainty in Scientific Research - WarmHub Blog WarmHub is the foundation for a new era defined by verifiable certainty, transforming how science is conducted, shared, and applied.

warmhub.com/blog/trust-r...

#TrustInScience #TrustRevolution

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.

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

Excited to see this move from @nature.com towards building trust and transparency in science! 👏 #Trust #Science

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

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

Why it's hard to trust software, but you mostly have to anyway

"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

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.

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

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

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

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