PUBLIC EVIDENCEGATED
∅No validated public benchmark result has been published yet.
LANGUAGE / RELATION / REASONING / EVIDENCE
Turkish-first
neural model research.
We treat Turkish not as a localization layer added later, but as a starting condition of model research. DEVİM is an open, testable research program spanning data, training, evaluation and computational dialectics.
RESEARCH-FIRSTEvidence over claims
TURKISH-FIRSTLanguage as a starting condition
OPEN RESEARCHProcess and results remain visible
LANGUAGE · TRAINING · EVALUATION
→Devim Model
Turkish-first neural model research.
We study generation, data distribution, training schedules and capability measurement together. Scaling is treated as a variable to test, not an explanation by itself.
RELATION · CONTRADICTION · REVISION
→Computational Dialectics
An independent research track seeking computational and testable dialectics.
We investigate contradiction, mediation, revision, historical formation and multiple perspectives through formal contracts and controlled experiments.
PUBLIC RESEARCH LEDGER
All research →Research & Experiments
From model behavior and evaluators to benchmarks and formal theory — we version what we test, why we test it, and what we learn.
handbook · computational-dialectics
Handbook: Introduction
Scope, evidence standard and living-document approach for the Computational Dialectics handbook.
research · platform
Evidence before claims
The publication and validation approach that determines which research results become visible on devim.org.
research · computational-dialectics
Why is Computational Dialectics a separate research track?
A scope note explaining why Computational Dialectics and Devim model training are not treated as one project phase.
research · devim-model
Why Turkish-first?
A short framing of why Devim treats Turkish as a starting condition of model research rather than a localization layer added later.
MEASUREMENT DISCIPLINE
Benchmarks →Benchmarks & Evidence
Only validated results deliberately cleared for publication.
- Model / checkpoint
- Evaluator + dataset version
- Validated run
- Public gate
Results are linked to versions, artifacts and source history instead of being detached marketing numbers.
Inspect evidence →