Commissioned artefact
Scoring model, rubric and evaluation specimens.
Reward model engineering
Create reliable scoring models for training and response evaluation.
Commission this programmeSpecialist engineering programme
Create reliable scoring models for training and response evaluation.
A defined contribution.
Acceptance focus
Check whether scores distinguish useful solutions and remain consistent across relevant failure cases.
The operating task
Create reliable scoring models for training and response evaluation. Task-specific quality, useful reasoning and deployment fit shape the model-development programme.
Softinator's contribution
Represent meaningful task judgement in scoring behaviour that can support model-development decisions. The commissioned output includes scoring model, rubric and evaluation specimens.
Acceptance in use
Check whether scores distinguish useful solutions and remain consistent across relevant failure cases. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.
Bring the next
requirement.