# www.qedscience.com > Critical Thinking AI for constructive criticism and science evaluation ## Home [QED Science](https://www.qedscience.com): Critical Thinking AI for constructive criticism and science evaluation ## Blog [Articles](https://www.qedscience.com/blog): [Authors-Centered AI Review](https://www.qedscience.com/blog/authors-centered-ai-review-let-my-paper-go): On paper, academia is a dream for curious, independent people. In reality, the publish-or-perish cycle, with peer-review in its heart, dramatically limits the creativity of scientific work. [An AI is challenging the system](https://www.qedscience.com/blog/an-ai-is-challenging-the-system): The AI ​​tool QED Science analyzes manuscripts and suggests improvements. Can this tool make traditional peer review obsolete? [Can AI Tools Spot Great Science Before Reviewers Do?](https://www.qedscience.com/blog/can-ai-tools-spot-great-science-before-reviewers-do): QED, an AI assistant tool, evaluates the originality and validity of bioRxiv preprints, assigning them QED Scores. [From Coverage to Precision](https://www.qedscience.com/blog/from-coverage-to-precision): GenAI evaluation presents persistent challenges across applications. Drawing from human reviews, we found that one metric could simultaneously measure a system coverage and at the same time be used to improve it’s precision. [How Will AI Affect Science and Scientists? | Webinar](https://www.qedscience.com/blog/how-will-ai-affect-science-and-scientists-webinar): Prof. Mike Levin & Prof. Oded Rechavi discuss how AI may reshape the scientific process, the structure of academia, and what will remain uniquely human. [QED Science Launches AI Infrastructure for Scientific Validation](https://www.qedscience.com/blog/qed-science-launches-ai-infrastructure-for-scientific-validation): QED Science, a science validity engine and modern infrastructure for researchers, funders, institutions and life science organizations today launched The 1%... [QED Score: A Validated AI-Based Quality Metric](https://www.qedscience.com/blog/qed-score-a-validated-ai-based-quality-metric): The volume of life-science literature now exceeds the capacity of any individual or institution to evaluate systematically: Over 1.5 million papers are published in biomedicine and life sciences every year [AI is revolutionizing the evaluation of scientific articles](https://www.qedscience.com/blog/ai-is-revolutionizing-the-evaluation-of-scientific-articles): Editors of scientific journals are testing artificial intelligence platforms to analyze their advantages and disadvantages [Beyond Peer Review: How AI is Fixing What’s Broken in Scientific Discovery](https://www.qedscience.com/blog/beyond-peer-review-how-ai-is-fixing-whats-broken-in-scientific-discovery-y8ig2): The best science in the world is being written right now. Most of it, you’ll never hear about. [What is QED Score? How We Measure Scientific QualityHow QED Score Measures Science.](https://www.qedscience.com/blog/what-is-qed-score): QED Score measures scientific quality by originality and validity. Learn how it works, how it's validated, and why it outperforms journal rank.Every year, over 1.5 million papers are published in biomedicine and life sciences. Tens of thousands more sit on preprint servers, reviewed by nobody... [How do authors want to use AI for review?](https://www.qedscience.com/blog/how-do-authors-want-to-use-ai-for-review): Researchers prefer AI for self-review before peer review, not replacement. [The case for a validity layer in life science research](https://www.qedscience.com/blog/life-science-research): When OpenAI recently announced that one of its models had disproved a long-standing conjecture in discrete geometry, the scientific community took notice... [Scientific Publishing: Rethinking how research is reviewed and published](https://www.qedscience.com/blog/scientific-publishing-rethinking-how-research-is-reviewed-and-published): Taking a radical new approach to the publication process resulted in eLife losing its impact factor, but authors, reviewers, editors and funders support the journal and its efforts to reform scientific publishing. [QED: An AI Tool for Smarter Manuscript Review](https://www.qedscience.com/blog/qed-an-ai-tool-for-smarter-manuscript-review): A team of researchers developed QED, an AI-powered system designed to deliver rigorous and constructive feedback on scientific manuscripts in minutes. [QED Score Makes Scientific Preprints ActionableThe Future of Science is Already in Preprints. QED Score Makes it Actionable Now.](https://www.qedscience.com/blog/score-scientific-preprints-actionable): See how QED Score helps life sciences teams assess preprints faster, validate evidence earlier, and act on emerging science.I often think about preprints, and how they are in many ways the gateway to new discoveries. [The Collaboration Advantage: How International Teams are Shaping Today’s Best ScienceThe Collaboration Advantage: How International Teams are Shaping Today’s Best Science](https://www.qedscience.com/blog/the-collaboration-advantage-how-international-teams-are-shaping-todays-best-science): international collaboration is associated with 45% higher odds of producing top-1% scoring life science preprints. Here's what the data shows.Recent changes to U.S. research policy have reignited debate over the value of international scientific collaboration and the federal role in supporting research that crosses borders. [Our Origin Story](https://www.qedscience.com/blog/our-origin-story): We built QED to strengthen scientific critical thinking, evolve evidence-based answers, and empower research decisions across disciplines and time. [Why We Seek Validation](https://www.qedscience.com/blog/why-we-seek-validation): The scientific method, humanity’s most successful approach to uncovering how the world works, doesn’t rely on “truth” as much as it relies on validity. In fact, “valid” often serves as a sharper, more useful stand-in for the vague concept of “true”. ## Community [The qed Community](https://www.qedscience.com/community): A glimpse into how scientists around the world are rethinking evaluation with qed ## About us [About Us](https://www.qedscience.com/about-us): Critical Thinking AI for constructive criticism and science evaluation ## Terms of use [Terms of Use](https://www.qedscience.com/terms-of-use): ## Privacy policy [Privacy Policy](https://www.qedscience.com/privacy-policy): ## White papers [qed Science website v1](https://www.qedscience.com/white-papers/qed-score-a-validated-ai-based-quality-metric):