GEPA adapts a model with prompts and labeled examples
A demonstration published on September 19, 2026 describes using prompts and labeled examples to adapt a model to specific decision criteria.
Source: Como ajustar um modelo com GEPA, prompts e exemplos rotulados (x.com). Text prepared with AI from this source.
What happened and what to do
The publication, dated September 19, 2026, describes a demonstration using GEPA to adapt the commercially available Jev model, trained on synthetic data, to specific decision criteria. The approach changes the prompt and labels some examples; the reported result is an adaptation guided by those criteria.
A company can use a similar process to test decision criteria in a model: define representative cases, label examples, adjust prompts, and evaluate responses before integrating the system into a workflow. Implementation could include an API, quality monitoring, and controls to route uncertain cases for human review.
How the consultancy can help
Wendelmaques can assess the opportunity and risks, define criteria and evaluations, and propose a scoped implementation with integration, monitoring, and operation suited to the company’s context.
Next step
Send a short description of the process and criteria you want to apply to receive a proposal with a defined scope.
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