---
title: "Submit inference feedback"
method: POST
path: "/inferences/{inference_id}/feedback"
tags: ["inference-history"]
---

# Submit inference feedback

`POST /inferences/{inference_id}/feedback`

Submit a human correction on a past inference. Corrections are used as labeled examples for Adaptive Inference — Pioneer's continuous improvement loop that retrains your model on corrected live-traffic examples.

## Path parameters

- `inference_id` string, required

## Request body

- InferenceFeedbackRequest
  - `verdict` 'correct' | 'incorrect', required
  - `corrected_output` unknown
  - `notes` string

## Response `200`

Feedback recorded.

- InferenceFeedbackResponse
  - `inference_id` string
  - `human_verdict` string
  - `human_feedback_at` string, date-time

## Other responses

- `401` — Missing or invalid API key.
- `404` — Resource not found.
- `422` — Request body failed schema validation.

---

[API](https://skmtc.net/fastino-ai/apis/pioneer-inference-api.md) · [All operations](https://skmtc.net/fastino-ai/apis/pioneer-inference-api/llms.txt) · [OpenAPI document](https://skmtc-service-staging.skmtc.workers.dev/v1/apis/fastino-ai/pioneer-inference-api/versions/2541b0de636c/schema)