The Liminal Blog

Insights on bioinformatics, lab documentation, scientific research workflows, and the future of academic data management.

Latest Posts

📝 Blog Data Management FEATURED NEW

Why Data Scientists Must Own Complete Copies of Their Work Data

Building a foundation for future insights, AI integration, and scientific advancement through comprehensive data retention and intelligent querying.

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📝 Blog Data Ownership FEATURED

Scientists need to take back their own data

Exploring how academic researchers can regain control over their scientific data and research outputs in an increasingly complex digital landscape.

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📝 Blog Research Workflow

From Data to Knowledge

Understanding the critical transformation process from raw scientific data to actionable knowledge in modern research workflows.

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📝 Blog Lab Management

Data Recording in the Laboratory

Best practices and modern approaches to capturing, organizing, and preserving laboratory data for reproducible research.

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🚀 Feature Product Feature

Leveraging LLMs in Liminal

How Large Language Models are revolutionizing scientific documentation and enhancing bioinformatics workflows.

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📝 Blog Academic Culture

Incentives in the Academic Science Ecosystem

Examining the motivational structures that drive scientific research and how they impact data management practices.

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📝 Blog Documentation

Why Lab Notebooks Are Failing

A critical analysis of traditional laboratory documentation methods and why they're inadequate for modern scientific research.

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📝 Blog Research Efficiency

Are Labs Good at Generating Knowledge?

Investigating the efficiency of academic laboratories in converting research efforts into meaningful scientific knowledge.

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📝 Blog Tools & Software

General Life Science Software Toolset

A comprehensive overview of essential software tools for life science researchers and bioinformaticians.

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📝 Blog Data Science

Lab State vs. Metadata

Understanding the crucial distinction between laboratory state information and metadata in scientific data management.

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