platform · research
Evidence before claims
The publication and validation approach that determines which research results become visible on devim.org.
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A public result is not a log line
Not every intermediate number produced during a training run is a published research result. Devim Research Platform separates working state from public evidence.
A result generally passes through this flow:
- A run or experiment is executed.
- The result enters internal review.
- Evaluator, data and artifact relationships are checked.
- If publication-ready, the result is marked
public.
Why?
This separation lets the site remain live without manufacturing false certainty. The realtime interface reflects only state approved for publication.
PUBLICATION RECORDevidence-before-claims
- Version
- v1
- Evidence
- 0
- Source
- Git · en/research/evidence-before-claims.md
DEVİM publications preserve revision history and distinguish public evidence from internal work.