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Why Data Scientists Must Own Complete Copies of Their Work Data
The foundation for future insights, AI integration, and scientific advancement
Sep 20
•
Liminal
and
Dane Deemer
August 2025
General Life Science Software Tools
Why don't we have more robust tools?
Aug 4
•
Liminal
and
Dane Deemer
Are academic labs "good" at generating knowledge?
What makes a lab good at generating knowledge?
Aug 4
•
Liminal
and
Dane Deemer
Why the lab notebook is failing scientists in the 21st century
Understanding the why of poor lab notebook practice
Aug 4
•
Liminal
and
Dane Deemer
It’s about time us scientists collect our own information and use it to empower ourselves
Our data is the currency of scientific progression and career advancement
Aug 3
•
Liminal
and
Dane Deemer
1
March 2025
Lab Knowledge Generation
I was reading this paper and it got me thinking, how is the academic process doing in regards to efficient knowledge generation?
Mar 9
•
Liminal
and
Dane Deemer
Lab State vs. Metadata
Metadata is ‘data that describes other data’, or ‘data that provides context to other data’.
Mar 9
•
Liminal
and
Dane Deemer
February 2025
From Data --> Knowledge
Now where did I put that R script?
Feb 10
•
Liminal
1
January 2025
Data Recording in the Laboratory
...way forward is simply giving very well-intentioned people a system that fosters their ability to produce the very best, very most trustworthy science
Jan 27
•
Liminal
1
2
Feature: Leveraging LLMs in Liminal
How we are trying making it easier for scientists to leverage AI in everyday research
Jan 25
•
Liminal
and
Dane Deemer
Incentives in the Academic Science Ecosystem
“Show me the incentive and I’ll show you the outcome.” Charlie Munger
Jan 20
•
Liminal
1
2
General Bioinformatics Toolset
Dane's rant on why a general toolset would be helpful
Jan 15
•
Liminal
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