Breakthroughs don’t come from effort alone
They come from moving ideas through 4 invisible layers
Most AI tools only help with the first
The problem:
Researchers spend months on Layer 1 - Discovery
Papers, datasets, endless reading
But discovery without progress through the…
Every discovery starts with a question. But finding the right one can take months
@Novix_science acts like an AI data scientist mapping patterns across thousands of papers to surface testable new ideas
From synthesis → hypothesis → science
I spend more time wrestling with R/Python than actually thinking about results
Last week, I discovered a tool that feels like a co-scientist
It’s called @Novix_science, and it helped me a lot
x.com/Novix_science/…
I spend more time wrestling with R/Python than actually thinking about results
Last week, I discovered a tool that feels like a co-scientist
It’s called @Novix_science, and it helped me a lot
x.com/Novix_science/…
Science doesn’t fail because of effort. It fails because of the workflow
Even with the best tools, progress gets stuck when nothing connects. That’s the workflow problem
Designing an experiment is often harder than running it
A PhD might spend weeks just deciding:
• Which protocol to choose
• What stats to apply
• How to validate results
With @Novix_science Method Design, that’s auto-generated into ready-to-test reports:
• Tailored…
The hidden cost of research isn’t funding. It’s time
Scientists spend 40% of their year filtering irrelevant literature. Most AI tools stop at faster summaries. But summaries ≠ insights
The real leap is going from synthesis → hypothesis → validation
Novix is the first AI-agent developed for researchers/PHD. It helps you accelerate scientific research from novel idea generation to experimental validation.
Will soon open for early bird users sign up with free Pro as a big thank.
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