Conduct Science (@ConductScience) / X

Conduct Science

699 posts

Conduct Science

@ConductScience

🔬 ConductScience | Research Tools & Innovation Advancing AI driven animal behavior analysis, open-access publishing, tech transfer. Posts by PhD's

United States

Joined May 2015

Conduct Science
@ConductScience
May 19
The manufactured object belongs in the methods section. Geometry, materials, sensors, version history, and production checks all shape the experiment. Build it. Check it. Version it. Cite it. Replicatescience.com conductscience.com/nih-replicatio…
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Conduct Science
@ConductScience
May 14
Replication can work while each lab runs in its own facility. A distributed core keeps the specifications, versions, procedures, and analysis layer maintained while labs run locally. One verified core. Many independent laboratories. We helped invent the distributed
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Conduct Science
@ConductScience
May 14
A paper is easier to repeat when the method package travels with it. Protocol. Apparatus spec. Analysis code. Dataset. Version history. That is the publishing side of productized replication. conductscience.org
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Conduct Science
@ConductScience
May 14
A lab invention helps replication when it can travel. Technology transfer turns a prototype into a deployable tool with specs, procedure logic, and originating credit preserved. Prototype, credit, and method move together. That's why we won the NIH Replication prize.
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Conduct Science
@ConductScience
May 14
ConductVision turns behavioral video into inspectable data. That's why we won the NIH replication prize. Tracked paths, event boundaries, timestamps, and open exports make it easier for another lab to see what was counted and recompute the measure.
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Conduct Science
@ConductScience
May 14
Manual timing creates drift. We fix that. Thats why we won the NIH Replication Prize. ConductMaze helps turn protocol steps, timing windows, gate states, reward rules, and event logs into something another lab can inspect and repeat. Same protocol. Same timing. Same event log.
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Conduct Science
@ConductScience
May 14
Replying to @ConductScience
The NIH result gives external proof. The product promise is the part labs feel day to day. Make the equipment clearer. Make the procedure more consistent. Make the analysis easier to inspect.
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Conduct Science
@ConductScience
May 14
Replying to @ConductScience
The winning submission documented: In laboratories using our standardized apparatus, results from independent control groups varied roughly half as much as the historical multi-laboratory benchmark (Mean coefficient of variation: 0.41 in our cohorts, versus 0.76 in the historical
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Conduct Science
@ConductScience
May 14
Replying to @ConductScience
Our system connects the product pieces: MazeEngineers apparatuses, ConductMaze procedure automation and ConductVision analysis Method records The goal is simple: fewer hidden differences between labs.
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Conduct Science
@ConductScience
May 14
Replying to @ConductScience
Small product details affect replication. A maze dimension. A sensor position. A timing rule. A camera angle. A scoring definition. Those details decide whether the next lab can run the same method.
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Conduct Science
@ConductScience
May 14
ConductScience and MazeEngineers have been named winners of the NIH Common Fund Replication Prize, Track 2: Replication Exemplars. For labs, this is about products that make behavioral methods easier to repeat.
NIH Replication Prize Winner
From conductscience.com
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Conduct Science
@ConductScience
Mar 12
We've been supplying labs for years. The hardest problem was never the equipment. It was that researchers couldn't get from a published paper to a protocol they could actually run. @ShuHanHe built the fix.
Dr. Shuhan He 🫀🫁
@shuhanhemd
Mar 12
I am a physician and a researcher. I also build software. And the longer I spent in all three of those worlds, the more one thing became impossible to ignore: science methodology is the most important part of research, and it is the least developed as infrastructure. In
replicatescience.com
ReplicateScience
Transform open-access scientific papers into structured, reproducible experimental protocols.
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Conduct Science
@ConductScience
Mar 9
The first PCR machine at Cetus Corporation in 1983 was built from water baths on a lab bench. Kary Mullis moved test tubes between them by hand, repeatedly, for hours. Mullis needed DNA to copy itself without cloning bacteria, which took weeks and failed constantly. The
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