Experiments & longer-horizon research
Experimental practice / Praxen Development & Engineering
Labs explores questions that need an experiment before they can become a dependable tool or service.
Research directions
The question is how to coordinate inference across heterogeneous compute while accounting for communication, latency, memory and operating complexity.
Evidence to seek: a defined workload, a useful single-system comparison and a complete accounting of coordination costs.
The question starts with an application, a strong classical comparison and the resources needed to run both. A research direction is not itself a demonstrated advantage.
Evidence to seek: reproducible comparisons with explicit resource budgets, assumptions and application relevance.
From experiment to useful work
State what the experiment would need to establish and why that result matters.
Choose a meaningful reference and account for resources, complexity and repeatability.
Publish an inspectable artifact when the work supports a clear claim.
This page describes research directions. Public Labs artifacts will be linked with their methods and release status as they become available.
Correspondence
Research questions, relevant methods and possible collaborations:
Write to Chris about LabsFor a commissioned system or operational workflow, visit Praxen Development.