AI delivery
Model alignment
Reinforcement learning from human feedback is only as good as the judgement behind it, and at scale that judgement has to be audited. We review annotator work, adjudicate disagreements and identify whether a failure originates in an individual, the training, or the guideline.
What this service covers
- RLHF preference operations
- Model output evaluation
- Disagreement resolution and adjudication
- Red team and safety evaluation support
- Guideline refinement
How it is delivered from Türkiye
Delivered from remote Türkiye with a multilingual review layer. Türkiye's position between European and Middle Eastern language communities suits multilingual review.
Industry applications
- Multilingual RLHF for global models
- Turkish model output evaluation
- Safety and red-team programmes
Frequently asked questions
- How is systematic error told apart from individual error?
- Review distinguishes whether an error originates in an individual, the training, or the guideline, because the remedies are entirely different.
Let us build your Türkiye team
Tell us your function, your scale and your language needs. We will come back to you within six hours.