Can an AI Agent Run Your Mass Spec Pipeline? Benchmarking the PyOpenMS Skill
A reproducible 250-run study of feature detection, adduct grouping, quantification, and identification, run by an AI agent with and without the pyOpenMS skill.
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Insights & Updates
Explore tutorials, product updates, and insights on AI-powered research automation from the K-Dense team.
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The Week Science Models Became Real
Fable 5 and GPT-Rosalind show frontier AI moving into scientific workflows. The next bottleneck is not intelligence, but evidence.
Beyond RDKit: Benchmarking the Rowan Agent Skill Against Experiment
A reproducible study of pKa, logD, tautomers, ADME, and docking run by an AI agent with the Rowan skill, measured against RDKit and experimental ground truth.
The Model Is No Longer the Bottleneck
Anthropic showed a general model can rival ChemDraw at NMR. The real story for scientists: the bottleneck has moved from the model to the workflow around it.
The AI Co-Scientist Is Here. The Bottleneck Is Verification.
AI agents are moving into real scientific workflows. The question for working scientists is not whether they are powerful, but whether they are verifiable.
Your AI Assistant Reasons Like a Generalist. Science Needs a Specialist.
Scientific Agents: 503 open-source AGENTS.md profiles that teach any AI agent to reason like a senior practitioner in a specific science or engineering field.
One Skill, 78 Databases: Why We Didn't Build 78 Skills
One Agent Skill gives a research agent 78 public scientific and economic databases. Here is the design argument, with real token and routing benchmarks.
Introducing Science Superpowers: Scientific Discipline for Your Research Agent
Our new open source methodology makes AI research agents pre-register hypotheses, work reproducibly, and verify before they claim. Pre-registration over TDD.
Towards Smarter Scientific Search: Exa Joins the Scientific Agent Skills Library
Exa is now integrated into K-Dense's Scientific Agent Skills library, bringing neural web search and URL extraction to AI-driven scientific research.